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2026
2026
MedPAO: A Protocol-Driven Agent for Structuring Medical Reports
Shrish Shrinath Vaidya , Gowthamaan Palani , Sidharth Ramesh & more
Lecture Notes in Computer Science, p. 33-45
2025
2025
Causality in Bandits: A Survey
Chandrasekar Subramanian , Balaraman Ravindran
ACM Computing Surveys, vol. 57, no. 12, p. 1-30
2025
Modelling reliable metabolic phenotypes by analysing the context-specific transcriptomics data
Pavan Kumar S , Nirav Pravinbhai Bhatt
npj Systems Biology and Applications, vol. 11, no. 1
2025
STREAMS guidelines: standards for technical reporting in environmental and host-associated microbiome studies
Julia M. Kelliher , Chloe Mirzayi , Sarah R. Bordenstein & more
Nature Microbiology, vol. 10, no. 12, p. 3059-3068
2025
Metagenomic profiling of municipal drinking water microbiomes in an Indian city: Insights into diversity, water quality, and AMR potential
Vikas Kumar , Shradha Sharma , Kaomud Tyagi & more
Journal of Environmental Chemical Engineering, vol. 13, no. 6, p. 119959
2025
Active fault tolerant active vibration dual-mode Model Predictive Control for a smart flexible beam
A.R. Prashant , Arun K. Tangirala , C. Lakshmana Rao & more
Control Engineering Practice, vol. 165, p. 106535
2025
Transformers with sparse attention for granger causality
Riya Mahesh , Rahul Vashisht , Chandrashekar Lakshminarayanan
Discover Data, vol. 3, no. 1
2025
Harnessing machine learning for metagenomic data analysis: trends and applications
Shradha Sharma , Hari Priya Narahari , Karthik Raman
mSystems, vol. 10, no. 11
2025
Design and Implementation of Power Management Systems for Scaled-Down Autonomous Electric Vehicles
Subhadeep Kumar , Ramkrishna Pasumarthy , Nirav P. Bhatt
Unmanned Systems, p. 1-16
2025
Delineating markers of disease-disease interaction: a systematic methodology and its application to multiple diabetes-helminth cohorts
Nilesh Subramanian , Philge Philip , Anuradha Rajamanickam & more
BMC Bioinformatics, vol. 26, no. 1
2025
Fundamental diagram parameters in mixed traffic conditions: measurement methods and models
Aathira K. Das , Bhargava Rama Chilukuri
Transportation Letters, p. 1-22
2025
Is green algae polysaccharide a ‘green path’ to health?
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Algal Research, vol. 91, p. 104268
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A Primer on Pretrained Multilingual Language Models
Sumanth Doddapaneni , Gowtham Ramesh , Mitesh Khapra & more
ACM Computing Surveys, vol. 57, no. 9, p. 1-39
2025
Decoding microbial diversity, biogeochemical functions, and interaction potentials in red sea hydrothermal vents
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Environmental Microbiome, vol. 20, no. 1
2025
A drop-out mechanism for active learning based on one-attribute heuristics
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Frontiers in Artificial Intelligence, vol. 8
2025
Model maintenance, monitoring, and control framework using In-Situ NIR spectroscopy and offline process data for Lactococcus lactis fermentation
Keerthana Chandrasekaran , Kamakshi Chandrasekaran , Guhan Jayaraman & more
Chemical Engineering Journal, vol. 519, p. 165116
2025
Differential polyamine metabolism in CHO cell lines: Insights into cell growth and antibody quality
Da Eun Kang , Deepikka Senthilkumar , Jae Hong Jeon & more
New Biotechnology, vol. 88, p. 100-113
2025
Interaction of genetic variants activates latent metabolic pathways in yeast
Srijith Sasikumar , Shannara Taylor Parkins , Suresh Sudarsan & more
Nature Communications, vol. 16, no. 1
2025
Performance Evaluation of ChaosFortress Lightweight Cryptographic Algorithm for Data Security in Water and Other Utility Management
Rohit Raphael , Ranjan Sarukkalige , Sridharakumar Narasimhan & more
Sensors, vol. 25, no. 16, p. 5103
2025
An integrated systems biology approach establishes arginine biosynthesis as a metabolic weakness in Candida albicans during host infection
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Cell Communication and Signaling, vol. 23, no. 1
2025
ThermOptCobra: Thermodynamically optimal construction and analysis of metabolic networks for reliable phenotype predictions
Pavan Kumar S , Nirav Pravinbhai Bhatt
iScience, vol. 28, no. 8, p. 113005
2025
CIAMS: clustering indices-based automatic classification model selection
Sudarsun Santhiappan , Nitin Shravan , Balaraman Ravindran
International Journal of Data Science and Analytics, vol. 20, no. 2, p. 549-571
2025
Line Conversation Graphs for Effective Emotion Recognition Using Graph Neural Networks
Gokul S Krishnan , Sarala Padi , Craig S. Greenberg & more
IEEE Transactions on Affective Computing
2025
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
Maximilian Zenk , Ujjwal Baid , Sarthak Pati & more
Nature Communications, vol. 16, no. 1
2025
GViNC: an innovative framework for genome graph comparison reveals hidden patterns in the genetic diversity of human populations
Venkatesh Kamaraj , Ayam Gupta , Karthik Raman & more
NAR Genomics and Bioinformatics, vol. 7, no. 3
2025
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition Using Graph Neural Networks
Gokul S Krishnan , Sarala Padi , Craig S. Greenberg & more
IEEE Transactions on Affective Computing, vol. 16, no. 3, p. 1747-1759
2025
Characterizing the Effect of Volume on Hydrodynamics of Plant Cell Suspensions Using CFD Modeling
Vidya Muthulakshmi Manickavasagam , Kameswararao Anupindi , Nirav Bhatt & more
Biotechnology Journal, vol. 20, no. 7
2025
Multifunctional combustion-synthesized nano-ceria: insights into ex-vivo goat cartilage tissue internalization and bioimaging
Hema Brindha Masanam , Ashwin Kumar Narasimhan , Ganapathy Krishnamurthi & more
Nano Express, vol. 6, no. 2, p. 025003
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A Hybrid Interpolation ACA Accelerated Method for Parabolic Boundary Integral Operators
Sivaram Ambikasaran , Ritesh Khan , Johannes Tausch & more
SIAM Journal on Scientific Computing, vol. 47, no. 3, p. A1507-A1526
2025
IoT enabled smart water metering using multi sensor data and machine learning techniques
Mallikarjun Jamadarkhani , Rohit Raphael , Sri Hari Prasath Ramprasad & more
Frontiers in Water, vol. 7
2025
Amogh Gulati, Ashwin Sankar, Srija Anand, Anirudh Gupta, Anirudh Mukherjee, Shiva Kumar Marepally, Ankur Bhatia, Saloni Jaju, Suvrat Bhooshan, Mitesh M. Khapra, Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation
Praveen Srinivasa Varadhan
TMLR 2024
2025
COmmunity and Single Microbe Optimisation System (COSMOS)
Lavanya Raajaraam , Karthik Raman
npj Systems Biology and Applications, vol. 11, no. 1
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Genome-scale metabolic modelling identifies reactions mediated by SNP-SNP interactions associated with yeast sporulation
Srijith Sasikumar , S Pavan Kumar , Nirav Pravinbhai Bhatt & more
npj Systems Biology and Applications, vol. 11, no. 1
2025
Genomic insights into novel extremotolerant bacteria isolated from the NASA Phoenix mission spacecraft assembly cleanrooms
Júnia Schultz , Tahira Jamil , Pratyay Sengupta & more
Microbiome, vol. 13, no. 1
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Functional control of network dynamical systems: An information theoretic approach
Moirangthem Sailash Singh , Ramkrishna Pasumarthy , Umesh Vaidya & more
Information Sciences, vol. 699, p. 121781
2025
LExT: Towards Evaluating Trustworthiness of Natural Language Explanations
Krithi Shailya , Shreya Rajpal , Gokul S Krishnan & more
arXiv
2025
Mobility as a Resource (MaaR) for Resilient Human-Centric Automation – A Vision Paper
S. Travis Waller , Amalia Polydoropoulou , Leandros Tassiulas & more
Data Science for Transportation, vol. 7, no. 1
2025
Mapping genetic diversity with the GenomeIndia project
Chandrika Bhattacharyya , Krithika Subramanian , Bharathram Uppili & more
Nature Genetics, vol. 57, no. 4, p. 767-773
2025
A LIDAR-based Traffic Data Classification Framework for Indian Urban Traffic
Prajwal Shettigar J , Arun K Tangirala , Lelitha Devi Vanajakshi
International Journal of Intelligent Transportation Systems Research, vol. 23, no. 1, p. 61-75
2025
Demixer: a probabilistic generative model to delineate different strains of a microbial species in a mixed infection sample
Brintha VP , Manikandan Narayanan
Bioinformatics, vol. 41, no. 4
2025
Characterizing the effect of impeller design in plant cell fermentations using CFD modeling
Vidya Muthulakshmi Manickavasagam , Kameswararao Anupindi , Nirav Bhatt & more
Scientific Reports, vol. 15, no. 1
2025
Parameterized algorithms for the Steiner arborescence problem on a hypercube
Sugyani Mahapatra , Manikandan Narayanan , N. S. Narayanaswamy
Acta Informatica, vol. 62, no. 1
2025
Rapid kinetic modelling of reaction systems from spectroscopic data in flow reactors
Manokaran Veeramani , Sreeja Shanmuga Doss , Sridharakumar Narasimhan & more
Chemical Engineering Science, vol. 304, p. 121055
2025
Approximate linear programming for decentralized policy iteration in cooperative multi-agent Markov decision processes
Lakshmi Mandal , Chandrashekar Lakshminarayanan , Shalabh Bhatnagar
Systems & Control Letters, vol. 196, p. 106003
2025
Gowthamaan Palani, Ganapathy Krishnamurthi, Efficient Knowledge Distillation of SAM for Medical Image Segmentation
Kunal Dasharath Patil
Astrophysics data system
2025
Neobacillus driksii sp. nov. isolated from a Mars 2020 spacecraft assembly facility and genomic potential for lasso peptide production in Neobacillus
Asif Hameed , Francesca McDonagh , Pratyay Sengupta & more
Microbiology Spectrum, vol. 13, no. 1
2025
Systematic literature review – unpacking values. How values change over time and link with personality traits and behaviours
Sameer Mehta , Rahul R. Marathe , Balaraman Ravindran & more
Journal of Beliefs & Values, vol. 46, no. 1, p. 1-14
2025
Reusability report: Deep learning-based analysis of images and spectroscopy data with AtomAI
Pragalbh Vashishtha , Hitesh Gupta Kattamuri , Nikhil Thawari & more
Nature Machine Intelligence, vol. 7, no. 1, p. 79-84
2025
Vision-based Lane Detection in Scaled-Down Testbed: A Comprehensive Pipeline with Experimental Insights
Vasumathi Raman , Subhadeep Kumar , Aayush Ranawat & more
IFAC-PapersOnLine, vol. 59, no. 30, p. 623-628
2025
Unsupervised Deep Learning Algorithm for Artifact Reduction in X-Ray CT Reconstruction From Truncated Data
Rohit Kalla , Balaji Srinivasan , Ganapathy Krishnamurthi
IEEE Access, vol. 13, p. 175292-175308
2025
Integrating Model‐Informed Drug Development With AI: A Synergistic Approach to Accelerating Pharmaceutical Innovation
Karthik Raman , Rukmini Kumar , Cynthia J. Musante & more
Clinical and Translational Science, vol. 18, no. 1
2025
Economic Model Predictive Control for Water Distribution Networks
Shasank Govindarajan , Sumanth Srinivas Parthasarathy , Dhruva Sundararajan & more
IFAC-PapersOnLine, vol. 59, no. 33, p. 50-55
2025
Continuous-Time Heavy-Ball Gradient Method: Safety, Stability and Robustness
Karthik Shenoy , Arun D. Mahindrakar , Umesh Vaidya
IEEE Control Systems Letters, vol. 9, p. 120-125
2025
Continuous and discrete operation of water distribution networks with demand nodes at dissimilar heads
Tarak Das , Varghese Kurian , Sridharakumar Narasimhan
IFAC-PapersOnLine, vol. 59, no. 33, p. 82-86
2025
A Deep Learning Model for Automatic Data Collection of Road Characteristics
Shubha Bamney , Gitakrishnan Ramadurai
Transportation Research Procedia, vol. 82, p. 3680-3689
2024
2024
Radiomics for differentiating adenocarcinoma and squamous cell carcinoma in non-small cell lung cancer beyond nodule morphology in chest CT
Minmini Selvam , Abjasree Sadanandan , Anupama Chandrasekharan & more
Scientific Reports, vol. 14, no. 1
2024
Causal contextual bandits with one-shot data integration
Chandrasekar Subramanian , Balaraman Ravindran
Frontiers in Artificial Intelligence, vol. 7
2024
HODLR3D: hierarchical matrices for N-body problems in three dimensions
Kandappan V. A , Vaishnavi Gujjula , Sivaram Ambikasaran
Numerical Algorithms, vol. 97, no. 4, p. 1635-1672
2024
Antibody glycan quality predicted from CHO cell culture media markers and machine learning
Meiyappan Lakshmanan , Sean Chia , Kuin Tian Pang & more
Computational and Structural Biotechnology Journal, vol. 23, p. 2497-2506
2024
Consistent Multiclass Algorithms for Complex Metrics and Constraints
Harikrishna Narasimhan , Harish G. Ramaswamy , Shiv Kumar Tavker & more
Journal of Machine Learning Research
2024
Active learning with human heuristics: an algorithm robust to labeling bias
Sriram Ravichandran , Nandan Sudarsanam , Balaraman Ravindran & more
Frontiers in Artificial Intelligence, vol. 7
2024
Genome‐Scale Modeling of CHO Cells Unravel the Critical Role of Asparagine in Cell Culture Feed Media
Kuin Tian Pang , Yi Fan Hong , Fumi Shozui & more
Biotechnology Journal, vol. 19, no. 11
2024
Event-Triggered Control for Nonlinear Systems With Center Manifolds
Akshit Saradagi , Vijay Muralidharan , Arun D. Mahindrakar & more
IEEE Transactions on Automatic Control, vol. 69, no. 10, p. 7051-7058
2024
Multi-Agent Learning of Efficient Fulfilment and Routing Strategies in E-Commerce
Omkar Shelke, Pranavi Pathakota, Anandsingh Chauhan, Hardik Meisheri, Harshad Khadilkar and Balaraman Ravindran
To appear in NeurIPS 2023 Workshop on Generalization in Planning
2024
Efficient and Near-Optimal Noise Generation for Streaming Differential Privacy
Krishnamurthy Dvijotham, H. Brendan McMahan, Krishna Pillutla, Thomas Steinke, Abhradeep Thakurta
2024
Distributionally Robust Optimization with Bias and Variance Reduction
Ronak Mehta, Vincent Roulet, Krishna Pillutla, Zaid Harchaoui
ICLR (2024) Spotlight Presentation
2024
Data Driven Monitoring of IOT enabled Water Distribution Networks
R. Raphael and S. Narasimhan
2nd WDSA/CCWI Joint Conference, Valencia, Spain, Jun. 2022
2024
Correlated Noise Provably Beats Independent Noise for Differentially Private Learning
Christopher Choquette-Choo*, Krishnamurthy Dvijotham*, Krishna Pillutla*, Arun Ganesh, Thomas Steinke, Abhradeep Thakurta
ICLR (2024)
2024
Asymptotic Stabilization of Passive Nonlinear Systems with Finite Countable Control Actions: Mixed Switching – Nearest Action Control
Arvind Ragghav V, Muhammad Zaki Almuzakki, Bayu Jayawardhana, Arun Mahindrakar
European Control Conference, Stockholm, 2024
2024
An Event-Triggered Adaptive Quantized Feedback Control for LTI Systems
Arvind Ragghav V, Arun Mahindrakar
European Control Conference, Stockholm, 2024
2024
Panera: A novel framework for surmounting uncertainty in microbial community modelling using Pan-genera metabolic models
Indumathi Palanikumar , Himanshu Sinha , Karthik Raman
iScience, Volume 27, Issue 7110358 July 19, 2024
2024
MABL: Bi-Level Latent-Variable World Model for Sample-Efficient Multi-Agent Reinforcement Learning
Aravind Venugopal, Stephanie Milani, Fei Fang and Balaraman Ravindran
AAMAS 2024
2024
HEAL: Unlocking the Potential of Learning on Hypergraphs Enriched with Attributes and Layers
Naganand Yadati, Tarun Kumar, Deepak Maurya, Balaraman Ravindran, and Partha Talukdar
To appear in the Proceedings of LoG 2023
2024
Understanding flux switching in metabolic networks through an analysis of synthetic lethals
Sowmya Manojna Narasimha , Tanisha Malpani , Omkar S. Mohite & more
npj Systems Biology and Applications, vol. 10, no. 1
2024
Experimental Validation of Graph Theory-Based Leak Detection Algorithm
Lisa Saboo , Subhashree Baskaran , Rohit Raphael & more
The 3rd International Joint Conference on Water Distribution Systems Analysis & Computing and Control for the Water Industry (WDSA/CCWI 2024), p. 90
2024
Cloud-Based Control and Monitoring of Water Distribution Network Using Free Spectrum Communication Protocols
Rohit Raphael , Sri Hari Prasath Ramprasad , Sridharakumar Narasimhan
The 3rd International Joint Conference on Water Distribution Systems Analysis & Computing and Control for the Water Industry (WDSA/CCWI 2024), p. 71
2024
Driving towards digital biomanufacturing by CHO genome-scale models
Seo-Young Park , Dong-Hyuk Choi , Jinsung Song & more
Trends in Biotechnology, vol. 42, no. 9, p. 1192-1203
2024
Modeling Microbial Communities: Perspective and Challenges
Lavanya Raajaraam , Karthik Raman
ACS Synthetic Biology, vol. 13, no. 8, p. 2260-2270
2024
Understanding the role of mobility in the recorded levels of violent crimes during COVID-19 pandemic: a case study of Tamil Nadu, India
Kandaswamy Paramasivan , Saish Jaiswal , Rahul Subburaj & more
Crime Science, vol. 13, no. 1
2024
Design Principles for Perfect Adaptation in Biological Networks with Nonlinear Dynamics
Priyan Bhattacharya , Karthik Raman , Arun K. Tangirala
Bulletin of Mathematical Biology, vol. 86, no. 8
2024
SCI-VCF: A cross-platform application to summarise, compare and design interactive visualisations of the variant call format
Kamaraj V , Sinha H*
NAR Genomics and Bioinformatics
2024
SCI-VCF: a cross-platform GUI solution to summarize, compare, inspect and visualize the variant call format
Venkatesh Kamaraj , Himanshu Sinha
NAR Genomics and Bioinformatics, vol. 6, no. 3
2024
Panera: An innovative framework for surmounting uncertainty in microbial community modeling using pan-genera metabolic models
Indumathi Palanikumar , Himanshu Sinha , Karthik Raman
iScience, vol. 27, no. 7, p. 110358
2024
Economic Performance of Model Predictive Control at Back-off Operating Point
Nabil Magbool Jan , Sridharakumar Narasimhan
Journal of Process Control, vol. 139, p. 103231
2024
Distributed Physics-Informed machine learning strategies for two-phase flows
Gokul Radhakrishnan , Arvind Pattamatta , Balaji Srinivasan
International Journal of Multiphase Flow, vol. 177, p. 104861
2024
A fast uncertainty quantification methodology and sampling technique for joint probability distribution of the Arrhenius rate expression: a case study applied to H 2 /CO kinetic mechanism
Krunal Panchal , Vaisakh Vasudevan , Sivaram Ambikasaran & more
Combustion Theory and Modelling, vol. 28, no. 4, p. 411-440
2024
Development and external validation of Indian population-specific Garbhini-GA2 model for estimating gestational age in second and third trimesters
Veerendra P. Gadekar , Nikhita Damaraju , Ashley Xavier & more
The Lancet Regional Health - Southeast Asia, vol. 25, p. 100362
2024
Alzheimer’s disease rewires gene coexpression networks coupling different brain regions
Sanga Mitra , Kailash BP , Srivatsan C R & more
npj Systems Biology and Applications, vol. 10, no. 1
2024
Deception in Reinforced Autonomous Agents: The Unconventional Rabbit Hat Trick in Legislation
Atharvan Dogra , Krishna Pillutla , Ameet Deshpande & more
ACL 2025
2024
Designing function-specific minimal microbiomes from large microbial communities
Aswathy K. Raghu , Indumathi Palanikumar , Karthik Raman
npj Systems Biology and Applications, vol. 10, no. 1
2024
Accelerated Sequence Design of Star Block Copolymers: An Unbiased Exploration Strategy via Fusion of Molecular Dynamics Simulations and Machine Learning
Jan-Michael Y. Carrillo , Vijith Parambil , Tarak K. Patra & more
The Journal of Physical Chemistry B, vol. 128, no. 17, p. 4220-4230
2024
TOMBoost: a topic modeling based boosting approach for learning with class imbalance
Sudarsun Santhiappan , Jeshuren Chelladurai , Balaraman Ravindran
International Journal of Data Science and Analytics, vol. 17, no. 4, p. 389-409
2024
BugSigDB captures patterns of differential abundance across a broad range of host-associated microbial signatures
Ludwig Geistlinger , Chloe Mirzayi , Fatima Zohra & more
Nature Biotechnology, vol. 42, no. 5, p. 790-802
2024
BugSigDB captures patterns of differential abundance across a broad range of host-associated microbial signatures
Ludwig Geistlinger , Chloe Mirzayi , Fatima Zohra & more
Nature Biotechnology, vol. 42, no. 5, p. 790-802
2024
Novel spore-forming species exhibiting intrinsic resistance to third- and fourth-generation cephalosporins and description of Tigheibacillus jepli gen. nov., sp. nov
Georgios Miliotis , Pratyay Sengupta , Asif Hameed & more
mBio, vol. 15, no. 4
2024
Novel spore-forming species exhibiting intrinsic resistance to third- and fourth-generation cephalosporins and description of Tigheibacillus jepli gen. nov., sp. nov
Georgios Miliotis , Pratyay Sengupta , Asif Hameed & more
mBio, vol. 15, no. 4
2024
Active and Transfer Learning of High-Dimensional Neural Network Potentials for Transition Metals
Bilvin Varughese , Sukriti Manna , Troy D. Loeffler & more
ACS Applied Materials & Interfaces
2024
Radiomics analysis for distinctive identification of COVID-19 pulmonary nodules from other benign and malignant counterparts
Minmini Selvam , Anupama Chandrasekharan , Abjasree Sadanandan & more
Scientific Reports, vol. 14, no. 1
2024
Physics informed contour selection for rapid image segmentation
Vikas Dwivedi , Balaji Srinivasan , Ganapathy Krishnamurthi
Scientific Reports, vol. 14, no. 1
2024
Genomic, functional, and metabolic enhancements in multidrug-resistant Enterobacter bugandensis facilitating its persistence and succession in the International Space Station
Pratyay Sengupta , Shobhan Karthick Muthamilselvi Sivabalan , Nitin Kumar Singh & more
Microbiome, vol. 12, no. 1
2024
HODLRdD: A new black-box fast algorithm for N-body problems in d-dimensions with guaranteed error bounds
Ritesh Khan , V.A. Kandappan , Sivaram Ambikasaran
Journal of Computational Physics, vol. 501, p. 112786
2024
InSaAF: Incorporating Safety through Accuracy and Fairness | Are LLMs ready for the Indian Legal Domain?
Yogesh Tripathi , Raghav Donakanti , Sahil Girhepuje & more
arXiv
2024
A probe-based demand responsive signal control for isolated intersections under mixed traffic conditions
Himabindu Maripini , Lelitha Vanajakshi , Bhargava Rama Chilukuri
Transportation Letters, vol. 16, no. 2, p. 117-130
2024
Hybrid self-supervised learning-based architecture for construction progress monitoring
Varun Kumar Reja , Shreya Goyal , Koshy Varghese & more
Automation in Construction, vol. 158, p. 105225
2024
SpecGMM: Integrating Spectral analysis and Gaussian Mixture Models for taxonomic classification and identification of discriminative DNA regions
Saish Jaiswal , Hema A Murthy , Manikandan Narayanan
Bioinformatics Advances, vol. 4, no. 1
2024
Guiding Offline Reinforcement Learning Using a Safety Expert
Richa Verma , Durgesh Kalwar , Harshad Khadilkar & more
Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), p. 82-90
2024
Cost-Sensitive Trees for Interpretable Reinforcement Learning
Siddharth Nishtala , Balaraman Ravindran
Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), p. 91-99
2024
A Learning Approach for Discovering Cost-Efficient Integrated Sourcing and Routing Strategies in E-Commerce
Omkar Shelke , Pranavi Pathakota , Anandsingh Chauhan & more
Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), p. 430-438
2024
Sensor Placement in Water Distribution Networks using Graph Neural Networks
Aaradhy Sirothia , Dr. Sridharakumar Narasimhan
IFAC-PapersOnLine, vol. 57, p. 268-273
2024
Semi-supervised machine learning approach for reaction stoichiometry and kinetic model identification using spectral data from flow reactors
Manokaran Veeramani , Sreeja Shanmuga Doss , Sridharakumar Narasimhan & more
Reaction Chemistry & Engineering, vol. 9, no. 2, p. 355-368
2024
Probabilistic Adaptive Slow Feature Analysis for State Estimation and Classification
M. K. Vishal Rishi , Arun K. Tangirala
IEEE Transactions on Instrumentation and Measurement, vol. 73, p. 1-15
2024
Multi-Class Vehicle Segregation for Enhanced Safety and Efficiency of Mixed Traffic Networks
Aathira K. Das , Bhargava Rama Chilukuri
IEEE Access, vol. 12, p. 116368-116383
2024
A Priori Parameter Identifiability of Enzymatic Reaction Networks
S. Ragini , Sridharakumar Narasimhan , Nirav Bhatt
IFAC-PapersOnLine, vol. 58, no. 17, p. 49-54
2024
A Framework to Characterise, Estimate, and Predict Vehicle Class-Agnostic Traffic States and Class-Wise Speeds for Mixed Traffic Conditions
Abirami Krishna Ashok , Bhargava Rama Chilukuri
IEEE Access, vol. 12, p. 106211-106235
2023
2023
A noise mitigation approach for improving position estimate in indoor vehicle navigation using inertial measurement unit
Vasumathi R , Subhadeep Kumar , Ramkrishna pasumarthy & more
Indian Control Conference (ICC) 2023
2023
PolicyClusterGCN: Identifying Efficient Clusters for Training Graph Convolutional Networks
Saket Gurukar , Shaileshh Bojja Venkatakrishnan , Balaraman Ravindran & more
To be appearing in the proceedings of ASONAM 2023
2023
Dynamical systems approaches to solving time-varying convex optimization problem with inequality constraints
Arun D. Mahindrakar , Rejitha , Umesh Vaidya
IEEE TAC
2023
PICS in Pics: Physics Informed Contour Selection for Rapid Image Segmentation
Vikas Dwivedi , Balaji Srinivasan , Ganapathy Krishnamurthi
2023
Linearly Constrained and Structured Reinforcement Learning Algorithm for Wireless Link Adaptation
Utsav Dey , Lakshmi Narasimhan Theagarajan , Arun Rajkumar
Workshop on Machine Learning for Wireless Communication, WiOpt 2023
2023
Distinguishing Feature Model for Learning From Pairwise Comparisons
Elisha Parhi , Arun Rajkumar
Workshop of Many Facets of Preference Based Learning, ICML 2023
2023
Learning from Pairwise Comparisons Under Preference Reversals
Abdul Bakey Mir , Arun Rajkumar
Workshop of Many Facets of Preference Based Learning, ICML 2023
2023
On the Interpretability of Attention Networks
Lakshmi Narayan Pandey , Rahul Vashisht , Harish G. Ramaswamy
Proceedings of The 14th Asian Conference on Machine Learning, PMLR
2023
MKT1 alleles regulate stress responses through posttranscriptional modulation of Puf3 targets in budding yeast
Koppisetty Viswa Chaithanya , Himanshu Sinha
Yeast, vol. 40, no. 12, p. 616-627
2023
Metagenome-based metabolic modelling predicts unique microbial interactions in deep-sea hydrothermal plume microbiomes
Dinesh Kumar Kuppa Baskaran , Shreyansh Umale , Zhichao Zhou & more
ISME Communications, vol. 3, no. 1
2023
Metagenome-based metabolic modelling predicts unique microbial interactions in deep-sea hydrothermal plume microbiomes
Dinesh Kumar Kuppa Baskaran , Shreyansh Umale , Zhichao Zhou & more
ISME Communications, vol. 3, no. 1
2023
Analysis of potential flow networks: Variations in transport time with discrete, continuous, and selfish operation
Varghese Kurian , Sridharakumar Narasimhan
Physica A: Statistical Mechanics and its Applications, vol. 632, p. 129303
2023
Phylogenomics, phenotypic, and functional traits of five novel (Earth-derived) bacterial species isolated from the International Space Station and their prevalence in metagenomes
Anna C. Simpson , Pratyay Sengupta , Flora Zhang & more
Scientific Reports, vol. 13, no. 1
2023
Phylogenomics, phenotypic, and functional traits of five novel (Earth-derived) bacterial species isolated from the International Space Station and their prevalence in metagenomes
Anna C. Simpson , Pratyay Sengupta , Flora Zhang & more
Scientific Reports, vol. 13, no. 1
2023
Radiomics as a non-invasive adjunct to Chest CT in distinguishing benign and malignant lung nodules
Minmini Selvam , Anupama Chandrasekharan , Abjasree Sadanandan & more
Scientific Reports, vol. 13, no. 1
2023
Equitable supply in intermittently operated rural water networks in emerging economies
Varghese Kurian , Prasanna Mohandoss , Srinesh Chandrakesa & more
Water Supply, vol. 23, no. 11, p. 4520-4538
2023
A reactive species reactions module for integration into genome-scale metabolic models for improved insights: Application to cancer
Subasree Sridhar , Prerna Bhalla , Justin Kullu & more
Metabolic Engineering, vol. 80, p. 78-93
2023
Panera: A novel framework for surmounting uncertainty in microbial community modelling using Pan-genera metabolic models
Indumathi Palanikumar , Himanshu Sinha , Karthik Raman
iScience
2023
On the Learning Dynamics of Attention Networks
Rahul Vashisht , Harish G. Ramaswamy
Frontiers in Artificial Intelligence and Applications
2023
Role of genetic architecture in phenotypic plasticity
Purnima Kovuri , Anupama Yadav , Himanshu Sinha
Trends in Genetics, vol. 39, no. 9, p. 703-714
2023
On quantification and maximization of information transfer in network dynamical systems
Moirangthem Sailash Singh , Ramkrishna Pasumarthy , Umesh Vaidya & more
Scientific Reports
2023
GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts
Returaj Burnwal , Anirban Santara , Nirav P.Bhatt & more
RSS 2023 Workshop
2023
End-to-end Autonomous Driving in Heterogeneous Traffic Scenario Using Deep Reinforcement Learning
Soumyajit Chakraborty , Subhadeep Kumar , Nirav Bhatt & more
European Control Conference (ECC)
2023
Genome-scale metabolic model led engineering of Nothapodytes nimmoniana plant cells for high camptothecin production
Sarayu Murali , Maziya Ibrahim , Hemalatha Rajendran & more
Frontiers in Plant Science, vol. 14
2023
RePReL: a unified framework for integrating relational planning and reinforcement learning for effective abstraction in discrete and continuous domains
Harsha Kokel , Sriraam Natarajan , Balaraman Ravindran & more
Neural Computing and Applications, vol. 35, no. 23, p. 16877-16892
2023
COWAVE: A labelled COVID-19 wave dataset for building predictive models
Melpakkam Pradeep , Karthik Raman
PLOS ONE, vol. 18, no. 7, p. e0284076
2023
COWAVE: A labelled COVID-19 wave dataset for building predictive models
Melpakkam Pradeep , Karthik Raman
PLOS ONE, vol. 18, no. 7, p. e0284076
2023
Hypergraph partitioning using tensor eigenvalue decomposition
Deepak Maurya , Balaraman Ravindran
PLOS ONE, vol. 18, no. 7, p. e0288457
2023
Big Data for a Small World: A Review on Databases and Resources for Studying Microbiomes
Pratyay Sengupta , Shobhan Karthick Muthamilselvi Sivabalan , Amrita Mahesh & more
Journal of the Indian Institute of Science, vol. 103, no. 3, p. 891-907
2023
Big Data for a Small World: A Review on Databases and Resources for Studying Microbiomes
Pratyay Sengupta , Shobhan Karthick Muthamilselvi Sivabalan , Amrita Mahesh & more
Journal of the Indian Institute of Science, vol. 103, no. 3, p. 891-907
2023
A deep network-based model of hippocampal memory functions under normal and Alzheimer’s disease conditions
Tamizharasan Kanagamani , V. Srinivasa Chakravarthy , Balaraman Ravindran & more
Frontiers in Neural Circuits, vol. 17
2023
Systemic Literature Review - Unpacking values. How values change over time and link with personality traits and behaviours
Sameer Mehta , Rahul Marathe , Balaraman Ravindran & more
Journal of Beliefs & Values
2023
Data-Driven Feedback Linearization of Nonlinear Systems with Periodic Orbits in the Zero-Dynamics
Karthik Shenoy , Akshit Saradagi , Ramkrishna Pasumarthy & more
2023 American Control Conference (ACC), p. 2818-2823
2023
Carriageway Edge Detection for Unmarked Urban Roads using Deep Learning Techniques
Vasudha E , Bhargava Rama Chilukuri
2023 Smart City Symposium Prague (SCSP), p. 1-6
2023
Optimizing Traffic Control with Model-Based Learning: A Pessimistic Approach to Data-Efficient Policy Inference
Mayuresh Kunir , Sanjay Chawla , Siddarth Chandrasekar & more
To appear in the Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023)
2023
MultiCens: Multilayer network centrality measures to uncover molecular mediators of tissue-tissue communication
Tarun Kumar , Ramanathan Sethuraman , Sanga Mitra & more
PLOS Computational Biology, vol. 19, no. 4, p. e1011022
2023
Parse Challenge 2022: Pulmonary Arteries Segmentation Using Swin U-net Transformer(Swin UNETR) and U-net
Rohan Padhy , Akansh Maurya , Kunal Dasharath Patil & more
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), p. 1-4
2023
Financial exclusion of internal migrant workers of India during COVID-19: can digital financial inclusion be facilitated by AI?
Pavan Ravishankar , Sudarsan Padmanabhan , Balaraman Ravindran
Journal of Information Technology Case and Application Research, vol. 25, no. 2, p. 129-158
2023
A Survey of Adversarial Defences and Robustness in NLP
Shreya Goyal , Sumanth Doddapaneni , Mitesh M. Khapra & more
ACM Computing Surveys
2023
On biological networks capable of robust adaptation in the presence of uncertainties: A linear systems-theoretic approach
Priyan Bhattacharya , Karthik Raman , Arun K. Tangirala
Mathematical Biosciences, vol. 358, p. 108984
2023
On biological networks capable of robust adaptation in the presence of uncertainties: A linear systems-theoretic approach
Priyan Bhattacharya , Karthik Raman , Arun K. Tangirala
Mathematical Biosciences, vol. 358, p. 108984
2023
Physics-Informed Model-Based Reinforcement Learning
Adithya Ramesh , Balaraman Ravindran
To appear in Learning for Dynamics & Control Conference (L4DC) 2023
2023
Sloppiness: Fundamental study, new formalism and its application in model assessment
Prem Jagadeesan , Karthik Raman , Arun K. Tangirala
PLOS ONE, vol. 18, no. 3, p. e0282609
2023
Sloppiness: Fundamental study, new formalism and its application in model assessment
Prem Jagadeesan , Karthik Raman , Arun K. Tangirala
PLOS ONE, vol. 18, no. 3, p. e0282609
2023
Effects of Data Characteristics on Bus Travel Time Prediction: A Systematic Study
Hima Shaji , Lelitha Vanajakshi , Arun Tangirala
Sustainability, vol. 15, no. 6, p. 4731
2023
Matching Options to Tasks using Option-Indexed Hierarchical Reinforcement Learning
Chauhan, K , Chatterjee, S , Reddy, A & more
To appear in the proceedings of the Twenty-Second International Conference on Autonomous Agents and MultiAgent Systems (AAMAS 2023).
2023
Robust Analysis of Almost Sure Convergence of Zeroth-Order Mirror Descent Algorithm
Anik Kumar Paul , Arun D. Mahindrakar , Rachel K. Kalaimani
IEEE Control Systems Letters, vol. 7, p. 1933-1938
2023
Robust Analysis of Almost Sure Convergence of Zeroth-Order Mirror Descent Algorithm
Anik Kumar Paul , Arun D. Mahindrakar , Rachel K. Kalaimani
IEEE Control Systems Letters, vol. 7, p. 1933-1938
2023
IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation Metrics for Indian Languages
Ananya Sai B , Tanay Dixit , Vignesh Nagarajan & more
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
2023
Data Imputation for Traffic State Estimation and Pre-diction Using Wi-Fi Sensors
Sarthak Chaturvedi , S. Deepak , Dhivya Bharathi & more
Lecture Notes in Civil Engineering, p. 385-395
2023
Comparison of Delay Estimation Techniques for Advanced Traffic Management
P. B. Renju , Nitin Navali , Lelitha Vanajakshi
Lecture Notes in Civil Engineering, p. 349-365
2023
A Strategic Research Framework for Defeating Diabetes in India: A 21st-Century Agenda
K. M. Venkat Narayan , Jithin Sam Varghese , Yara S. Beyh & more
Journal of the Indian Institute of Science, vol. 103, no. 1, p. 33-54
2022
2022
Profitable market mechanism for platform-based aggregator taxi services
Swaminathan Rammohan , Rahul R. Marathe , Nandan Sudarsanam
Transportation Research Interdisciplinary Perspectives, vol. 16, p. 100687
2022
Counterfactual analysis of the impact of the first two waves of the COVID-19 pandemic on the reporting and registration of missing people in India
Kandaswamy Paramasivan , Brinda Subramani , Nandan Sudarsanam
Humanities and Social Sciences Communications, vol. 9, no. 1
2022
AI and data science centers in top Indian academic institutions
B. Ravindran , Sunita Sarawagi , Aditi Jain
Communications of the ACM, vol. 65, no. 11, p. 94-97
2022
Crime registration and distress calls during COVID-19: two sides of the coin
Kandaswamy Paramasivan , Nandan Sudarsanam , Sivapriya Vellaichamy & more
Policing and Society, vol. 32, no. 9, p. 1124-1145
2022
Developmental maturation of causal signaling hubs in voluntary control of saccades and their functional controllability
Yuan Zhang , Srikanth Ryali , Weidong Cai & more
Cerebral Cortex, vol. 32, no. 21, p. 4746-4762
2022
Predicting cross-tissue hormone–gene relations using balanced word embeddings
Aditya Jadhav , Tarun Kumar , Mohit Raghavendra & more
Bioinformatics, vol. 38, no. 20, p. 4771-4781
2022
Empirical evidence of the impact of mobility on property crimes during the first two waves of the COVID-19 pandemic
Kandaswamy Paramasivan , Rahul Subburaj , Saish Jaiswal & more
Humanities and Social Sciences Communications, vol. 9, no. 1
2022
Probing patterning in microbial consortia with a cellular automaton for spatial organisation
Sankalpa Venkatraghavan , Sathvik Anantakrishnan , Karthik Raman
Scientific Reports, vol. 12, no. 1
2022
Probing patterning in microbial consortia with a cellular automaton for spatial organisation
Sankalpa Venkatraghavan , Sathvik Anantakrishnan , Karthik Raman
Scientific Reports, vol. 12, no. 1
2022
Quantifying the maximum possible improvement in $2^{k}$ experiments
Nandan Sudarsanam , Anusha Kumar , Daniel D. Frey
Research in Engineering Design, vol. 33, no. 4, p. 367-384
2022
Joint clustering and prediction approach for travel time prediction
Hima Elsa Shaji , Arun K. Tangirala , Lelitha Vanajakshi
PLOS ONE, vol. 17, no. 9, p. e0275030
2022
Byzantine Spectral Ranking
Arnhav Datar , Arun Rajkumar , John Augustine
Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)
2022
Discovering design principles for biological functionalities: Perspectives from systems biology
Priyan Bhattacharya , Karthik Raman , Arun K Tangirala
Journal of Biosciences, vol. 47, no. 4
2022
Discovering design principles for biological functionalities: Perspectives from systems biology
Priyan Bhattacharya , Karthik Raman , Arun K Tangirala
Journal of Biosciences, vol. 47, no. 4
2022
Structurally-constrained optical-flow-guided adversarial generation of synthetic CT for MR-only radiotherapy treatment planning
Rajat Vajpayee , Vismay Agrawal , Ganapathy Krishnamurthi
Scientific Reports, vol. 12, no. 1
2022
Multi-Variate Time Series Forecasting on Variable Subsets
Jatin Chauhan , Aravindan Raghuveer Jay , Nandy Rishi Saket & more
ACM SIGKDD 2022
2022
Ab-CoV: a curated database for binding affinity and neutralization profiles of coronavirus-related antibodies
Puneet Rawat , Divya Sharma , R Prabakaran & more
Bioinformatics, vol. 38, no. 16, p. 4051-4052
2022
Domain-Agnostic Constrastive Representations for Learning from Label Proportions
Nandy J , Saket R , Jain P & more
31st ACM International Conference on Information and Knowledge Management (CIKM 2022).
2022
Understanding the mutational frequency in SARS-CoV-2 proteome using structural features
Puneet Rawat , Divya Sharma , Medha Pandey & more
Computers in Biology and Medicine, vol. 147, p. 105708
2022
Event-Triggered Control Design for Systems With Exogenous Inputs: Application for Auto-Scaling of Cloud-Hosted Web Servers
Durgesh Singh , Kshama Dwarakanath , Ramkrishna Pasumarthy
IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 8, p. 5201-5211
2022
Evolutionary Approach to Security Games with Signaling
Adam Zychowski , Jacek Mandziuk , Elizabeth Bondi & more
2022 International Joint Conference on Artificial Intelligence
2022
Data-driven Event-triggered Control for Discrete-time LTI Systems
Vijayanand Digge , Ramkrishna Pasumarthy
2022 European Control Conference (ECC), p. 1355-1360
2022
iCOMIC: a graphical interface-driven bioinformatics pipeline for analyzing cancer omics data
Anjana Anilkumar Sithara , Devi Priyanka Maripuri , Keerthika Moorthy & more
NAR Genomics and Bioinformatics, vol. 4, no. 3
2022
iCOMIC: a graphical interface-driven bioinformatics pipeline for analyzing cancer omics data
Anjana Anilkumar Sithara , Devi Priyanka Maripuri , Keerthika Moorthy & more
NAR Genomics and Bioinformatics, vol. 4, no. 3
2022
Metabolic modeling of the International Space Station microbiome reveals key microbial interactions
Rachita K. Kumar , Nitin Kumar Singh , Sanjaay Balakrishnan & more
Microbiome, vol. 10, no. 1
2022
Metabolic modeling of the International Space Station microbiome reveals key microbial interactions
Rachita K. Kumar , Nitin Kumar Singh , Sanjaay Balakrishnan & more
Microbiome, vol. 10, no. 1
2022
Effect of dormant spare capacity on the attack tolerance of complex networks
Sai Saranga Das , Karthik Raman
Physica A: Statistical Mechanics and its Applications, vol. 598, p. 127419
2022
CDiNN – Convex difference neural networks
Parameswaran Sankaranarayanan , Raghunathan Rengaswamy
Neurocomputing, vol. 495, p. 153-168
2022
Data-Driven LQR Design for LTI systems with Exogenous Inputs
Vijayanand Digge , Ramkrishna Pasumarthy
2022 30th Mediterranean Conference on Control and Automation (MED), p. 239-244
2022
Benchmarking and Analysing Unsupervised Network Representation Learning and the Illusion of Progress
Saket Gurukar , Priyesh Vijayan , srinivasan parthasarathy & more
Transactions on Machine Learning Research.
2022
Fixed-Time Dynamical System Approach for Solving Time-Varying Convex Optimization Problems
Rejitha Raveendran , Arun D. Mahindrakar , Umesh Vaidya
The 2022 American Control Conference (ACC)
2022
Integration of machine learning and first principles models
Lokesh Rajulapati , Sivadurgaprasad Chinta , Bala Shyamala & more
AIChE Journal, vol. 68, no. 6
2022
Detecting Vehicles on the Edge: Knowledge Distillation to Improve Performance in Heterogeneous Road Traffic
Manoj Bharadhwaj , Gitakrishnan Ramadurai , Balaraman Ravindran
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), p. 3191-3197
2022
Relationship between mobility and road traffic injuries during COVID-19 pandemic—The role of attendant factors
Kandaswamy Paramasivan , Rahul Subburaj , Venkatesh Mohan Sharma & more
PLOS ONE, vol. 17, no. 5, p. e0268190
2022
Multi-Omic Data Improve Prediction of Personalized Tumor Suppressors and Oncogenes
Malvika Sudhakar , Raghunathan Rengaswamy , Karthik Raman
Frontiers in Genetics, vol. 13
2022
Multi-Omic Data Improve Prediction of Personalized Tumor Suppressors and Oncogenes
Malvika Sudhakar , Raghunathan Rengaswamy , Karthik Raman
Frontiers in Genetics, vol. 13
2022
Causal Contextual Bandits with Targeted Interventions
Chandrasekar Subramanian , Balaraman Ravindran
The Tenth International Conference on Learning Representations - ICLR 2022
2022
A Theory of Tournament Representations
Arun Rajkumar , Vishnu Veerathu , Abdul Bakey Mir
International Conference on Learning Representations (ICLR) 2022
2022
Designing Biological Circuits: From Principles to Applications
Debomita Chakraborty , Raghunathan Rengaswamy , Karthik Raman
ACS Synthetic Biology, vol. 11, no. 4, p. 1377-1388
2022
Designing Biological Circuits: From Principles to Applications
Debomita Chakraborty , Raghunathan Rengaswamy , Karthik Raman
ACS Synthetic Biology, vol. 11, no. 4, p. 1377-1388
2022
Scaling Graph Propagation Kernels for Predictive Learning
Priyesh Vijayan , Yash Chandak , Mitesh M. Khapra & more
Frontiers in Big Data, vol. 5
2022
Impact of COVID-19 pandemic on road safety in Tamil Nadu, India
Kandaswamy Paramasivan , Nandan Sudarsanam
International Journal of Injury Control and Safety Promotion, vol. 29, no. 2, p. 265-277
2022
On Combining Bags to Better Learn from Label Proportions
Rishi Saket , Aravindan Raghuveer , Balaraman Ravindran
The 25th International Conference on Artificial Intelligence and Statistics - AISTATS 2022
2022
Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets
Depen Morwani , Harish G.Ramaswamy
33rd International Conference on Algorithmic Learning Theory (ALT) -2022
2022
Injury severity prediction model for two-wheeler crashes at mid-block road sections
Anju K. Panicker , Gitakrishnan Ramadurai
International Journal of Crashworthiness, vol. 27, no. 2, p. 328-336
2022
Optimizing Driver Nodes for Structural Controllability of Temporal Networks
Manikya Valli Srighakollapu , Rachel Kalpana Kalaimani , Ramkrishna Pasumarthy
IEEE Transactions on Control of Network Systems, vol. 9, no. 1, p. 380-389
2022
Elucidating important structural features for the binding affinity of spike ‐ SARS‐CoV‐2 neutralizing antibody complexes
Divya Sharma , Puneet Rawat , Vani Janakiraman & more
Proteins: Structure, Function, and Bioinformatics, vol. 90, no. 3, p. 824-834
2022
Towards Building ASR Systems for the Next Billion Users
Tahir Javed , Sumanth Doddapaneni , Abhigyan Raman & more
To appear in the Proceedings of the Thirty-Sixth Annual Conference of the Association for Advancement of Artificial Intelligence (AAAI 2022)
2022
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages
Gowtham Ramesh , Sumanth Doddapaneni , Aravinth Bheemaraj & more
Transactions of the Association for Computational Linguistics, vol. 10, p. 145-162
2022
Scalable multi-product inventory control with lead time constraints using reinforcement learning
Hardik Meisheri , Nazneen N. Sultana , Mayank Baranwal & more
Neural Computing and Applications, vol. 34, no. 3, p. 1735-1757
2022
Scalable multi-product inventory control with lead time constraints using reinforcement learning
Hardik Meisheri , Nazneen N. Sultana , Mayank Baranwal & more
Neural Computing and Applications, vol. 34, no. 3, p. 1735-1757
2022
Discovering adaptation-capable biological network structures using control-theoretic approaches
Priyan Bhattacharya , Karthik Raman , Arun K. Tangirala
PLOS Computational Biology, vol. 18, no. 1, p. e1009769
2022
Discovering adaptation-capable biological network structures using control-theoretic approaches
Priyan Bhattacharya , Karthik Raman , Arun K. Tangirala
PLOS Computational Biology, vol. 18, no. 1, p. e1009769
2022
Smooth Imitation Learning via Smooth Costs and Smooth Policies
Sapana Chaudhary , Balaraman Ravindran
Proceedings of the 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), p. 63-71
2022
Automated Incident Location Identification for EMS from Ambulance Geospatial Data
Sruthikeerthi Nandita , Goutham Zampani , Gokul S Krishnan & more
Proceedings of the 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), p. 162-168
2022
An Active Learning Framework for Efficient Robust Policy Search
Sai Kiran Narayanaswami , Nandan Sudarsanam , Balaraman Ravindran
Proceedings of the 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), p. 1-9
2022
Novel ratio-metric features enable the identification of new driver genes across cancer types
Malvika Sudhakar , Raghunathan Rengaswamy , Karthik Raman
Scientific Reports, vol. 12, no. 1
2022
Novel ratio-metric features enable the identification of new driver genes across cancer types
Malvika Sudhakar , Raghunathan Rengaswamy , Karthik Raman
Scientific Reports, vol. 12, no. 1
2022
A Computational Framework to Identify Metabolic Engineering Strategies for the Co-Production of Metabolites
Lavanya Raajaraam , Karthik Raman
Frontiers in Bioengineering and Biotechnology, vol. 9
2022
A Computational Framework to Identify Metabolic Engineering Strategies for the Co-Production of Metabolites
Lavanya Raajaraam , Karthik Raman
Frontiers in Bioengineering and Biotechnology, vol. 9
2022
Verification and Rectification of Error in Topology of Conserved Networks
Satya Jayadev P , Arsh Bawa , Nirav Bhatt
IFAC-PapersOnLine, vol. 55, no. 30, p. 43-48
2022
On Strong Structural Controllability of Temporal Networks
Manikya Valli Srighakollapu , Rachel Kalpana Kalaimani , Ramkrishna Pasumarthy
IEEE Control Systems Letters, vol. 6, p. 1861-1866
2022
Bayesian Optimal Experiment Design for Sloppy Systems
Prem Jagadeesan , Karthik Raman , Arun K. Tangirala
IFAC-PapersOnLine, vol. 55, no. 23, p. 121-126
2022
Bayesian Optimal Experiment Design for Sloppy Systems
Prem Jagadeesan , Karthik Raman , Arun K. Tangirala
IFAC-PapersOnLine, vol. 55, no. 23, p. 121-126
2022
An Aggregated Dynamic Model of an Electronically Actuated ICE Powertrain
Subhadeep Kumar , Ramkrishna Pasumarthy , Nirav P. Bhatt
IEEE Access, vol. 10, p. 60306-60329
2021
2021
PARWiS: Winner determination from Active Pairwise Comparisons under a Shoestring Budget
Dev Yashpal Sheth , Arun Rajkumar
To appear in the proceddings of the 21st IEEE International Conference on Data Mining (ICDM 2021)
2021
On The Structure of Parametric Tournaments with Application to Ranking from Pairwise Comparisons
Vishnu Veerathu , Arun Rajkumar
To appear in Thirty-fifth Annual Conference on Neural Information Processing Systems (NeurIPS 2021)
2021
Comparison of first trimester dating methods for gestational age estimation and their implication on preterm birth classification in a North Indian cohort
Ramya Vijayram , Nikhita Damaraju , Ashley Xavier & more
BMC Pregnancy and Childbirth, vol. 21, no. 1
2021
Metric Learning for comparison of HMMs using Graph Neural Networks
Rajan Kumar Soni , K Seshadri , B Ravindran
To appear in the Proceedings of the Thirteenth Asian Conference on Machine Learning (ACML 2021)
2021
A Causal Approach for Unfair Edge Prioritization and Discrimination Removal
Pavan Ravishankar , Pranshu Malviya , Balaraman Ravindran
To appear in the Proceedings of the Thirteenth Asian Conference on Machine Learning (ACML 2021)
2021
Perturbation CheckLists for Evaluating NLG Evaluation Metrics
Ananya B. Sai , Tanay Dixit , Dev Yashpal Sheth & more
In Proceedings of Empirical Methods in Natural Language Processing (EMNLP 2021)
2021
Predicting unknown directed links of conserved networks from flow data
Satya Jayadev Pappu , Ramkrishna Pasumarthy , Nirav Bhatt
Journal of Complex Networks, vol. 9, no. 6
2021
Unsupervised Deep Video Denoising
Dev Yashpal Sheth , Sreyas Mohan , Joshua Vincent & more
International Conference on Computer Vision (ICCV 2021)
2021
SeLFVi: Self-Supervised Light-Field Video Reconstruction From Stereo Video
Prasan Shedligeri , Florian Schiffers , Sushobhan Ghosh & more
International Conference on Computer Vision (ICCV 2021 )
2021
A Joint Training Framework for Open-World Knowledge Graph Embeddings
Karthik Venkat Ramanan , Beethika Tripathi , Mitesh M. Khapra & more
To appear in the proceedings of the Automated Knowledge Base Construction Conference (AKBC 2021)
2021
NetGenes: A Database of Essential Genes Predicted Using Features From Interaction Networks
Vimaladhasan Senthamizhan , Balaraman Ravindran , Karthik Raman
Frontiers in Genetics, vol. 12
2021
NetGenes: A Database of Essential Genes Predicted Using Features From Interaction Networks
Vimaladhasan Senthamizhan , Balaraman Ravindran , Karthik Raman
Frontiers in Genetics, vol. 12
2021
Semi-Supervised Deep Learning for Multiplex Networks
Anasua Mitra , Priyesh Vijayan , Ranbir Sanasam & more
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, p. 1234-1244
2021
The art of molecular computing: Whence and whither
Sahana Gangadharan , Karthik Raman
BioEssays, vol. 43, no. 8
2021
The art of molecular computing: Whence and whither
Sahana Gangadharan , Karthik Raman
BioEssays, vol. 43, no. 8
2021
Corrective Filter Based on Kinematics of Human Hand for Pose Estimation
Joseph H. R. Isaac , M. Manivannan , Balaraman Ravindran
Frontiers in Virtual Reality, vol. 2
2021
Corrective Filter Based on Kinematics of Human Hand for Pose Estimation
Joseph H. R. Isaac , M. Manivannan , Balaraman Ravindran
Frontiers in Virtual Reality, vol. 2
2021
Non-Smooth Projected Primal-Dual Dynamical Approach to Solve the Extended Fermat-Torricelli Problem
Rejitha Raveendran , Arun D. Mahindrakar , Umesh Vaidya
IEEE Control Systems Letters, vol. 5, no. 3, p. 1109-1114
2021
Dynamic causal brain circuits during working memory and their functional controllability
Weidong Cai , Srikanth Ryali , Ramkrishna Pasumarthy & more
Nature Communications, vol. 12, no. 1
2021
Simultaneous beamforming and trajectory tracking in a multi-agent formation
Bharat Manvi , Bharath Bhikkaji , Arun D. Mahindrakar
Mediterranean Conference on Control and Automation (MED)
2021
RePReL: Integrating Relational Planning and Reinforcement Learning for Effective Abstraction
Harsha Kokel , Arjun Manoharan , Sriraam Natarajan & more
Proceedings of the International Conference on Automated Planning and Scheduling (Vol. 31, pp. 533-541)
2021
Sequence Neighborhoods Enable Reliable Prediction of Pathogenic Mutations in Cancer Genomes
Shayantan Banerjee , Karthik Raman , Balaraman Ravindran
Cancers, vol. 13, no. 10, p. 2366
2021
Sequence Neighborhoods Enable Reliable Prediction of Pathogenic Mutations in Cancer Genomes
Shayantan Banerjee , Karthik Raman , Balaraman Ravindran
Cancers, vol. 13, no. 10, p. 2366
2021
Exploring antibody repurposing for COVID-19: beyond presumed roles of therapeutic antibodies
Puneet Rawat , Divya Sharma , Ambuj Srivastava & more
Scientific Reports, vol. 11, no. 1
2021
Sequential Ski Rental Problem
Anant Shah , Arun Rajkumar
In Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems (pp. 1173–1181)
2021
SEERL: Sample Efficient Ensemble Reinforcement Learning
Rohan Saphal , B Ravindran , Dheevatsa Mudigere & more
Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems (pp. 1100–1108)
2021
Reinforcement Learning for Unified Allocation and Patrolling in Signaling Games with Uncertainty
Aravind Venugopal , Elizabeth Bondi , Harshavardhan Kamarthi & more
In Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems (pp. 1353–1361)
2021
CASTLE: A database of synthetic lethal sets predicted from genome-scale metabolic networks
Vimaladhasan Senthamizhan , Sunanda Subramaniam , Arjun Raghavan & more
bioRxiv
2021
The heads hypothesis: A unifying statistical approach towards understanding multi-headed attention in BERT
Madhura Pande , Aakriti Budhraja , Preksha Nema & more
In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, No. 15, pp. 13613-13621)
2021
Revisiting Link Prediction on Heterogeneous Graphs with A Multi-view Perspective
Anasua Mitra , Priyesh Vijayan , Ranbir Sanasam & more
IEEE International Conference on Data Mining (ICDM 2022)
2021
Relational Boosted Bandits
Ashutosh Kakadiya , Sriraam Natarajan , B Ravindran
Proceedings of the AAAI Conference on Artificial Intelligence, 35(13), 12123-12130
2021
MADRaS : Multi Agent Driving Simulator
Anirban Santara , Sohan Rudra , Sree Aditya Buridi & more
To appear in the Journal of AI Research (JAIR)
2021
An Enhanced Advising Model in Teacher-Student framework using State Categorization
Daksh Anand , Vaibhav Gupta , Praveen Paruchuri & more
Proceedings of the AAAI Conference on Artificial Intelligence, 35(8), 6653-6660
2021
A Systematic Evaluation of Object Detection Networks for Scientific Plots
Pritha Ganguly , Nitesh Methani , Mitesh M. Khapra & more
To appear in the Proceedings of the Thirty-Fifth Annual Conference of the Association for Advancement of Artificial Intelligence (AAAI 2021)
2021
Hyperedge Prediction using Tensor Eigenvalue Decomposition
Deepak Maurya , Balaraman Ravindran
To appear in the Journal of Indian Institute of Science, Special Issue on Emerging Trends in Modeling and Analysis of Complex Systems
2021
Traffic State Estimation using DSRC-Enabled Probe Vehicles
Sarthak Chaturvedi , AbiramiKrishna Ashok , Bhargava Rama Chilukuri
2021 International Conference on COMmunication Systems & NETworkS (COMSNETS), p. 715-722
2021
Is it hard to learn a classifier on this dataset?
Sudarsun Santhiappan , Nitin Shravan , Balaraman Ravindran
Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD), p. 299-306
2021
Inferring customer occupancy status in for-hire vehicles using PU Learning
Vaishnavi Muralidharan , Nandan Sudarsanam , Balaraman Ravindran
Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD), p. 290-298
2021
Aided Selection of Sampling Methods for Imbalanced Data Classification
Deep Sahni , Satya Jayadev Pappu , Nirav Bhatt
Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD), p. 198-202
2021
A semi-supervised approach to growing classification trees
Sudarsun Santhiappan , Balaraman Ravindran
Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD), p. 29-37
2021
Two-species community design of lactic acid bacteria for optimal production of lactate
Maziya Ibrahim , Karthik Raman
Computational and Structural Biotechnology Journal, vol. 19, p. 6039-6049
2021
Two-species community design of lactic acid bacteria for optimal production of lactate
Maziya Ibrahim , Karthik Raman
Computational and Structural Biotechnology Journal, vol. 19, p. 6039-6049
2021
Systems-Theoretic Approaches to Design Biological Networks with Desired Functionalities
Priyan Bhattacharya , Karthik Raman , Arun K. Tangirala
Methods in Molecular Biology, p. 133-155
2021
Systems-Theoretic Approaches to Design Biological Networks with Desired Functionalities
Priyan Bhattacharya , Karthik Raman , Arun K. Tangirala
Methods in Molecular Biology, p. 133-155
2021
Option Encoder: A Framework for Discovering a Policy Basis in Reinforcement Learning
Arjun Manoharan , Rahul Ramesh , Balaraman Ravindran
Lecture Notes in Computer Science, p. 509-524
2021
Modelling microbial communities: Harnessing consortia for biotechnological applications
Maziya Ibrahim , Lavanya Raajaraam , Karthik Raman
Computational and Structural Biotechnology Journal, vol. 19, p. 3892-3907
2021
Modelling microbial communities: Harnessing consortia for biotechnological applications
Maziya Ibrahim , Lavanya Raajaraam , Karthik Raman
Computational and Structural Biotechnology Journal, vol. 19, p. 3892-3907
2021
GrabQC: Graph Based Query Contextualization for Automated ICD Coding
Jeshuren Chelladurai , Sudarsun Santhiappan , Balaraman Ravindran
Lecture Notes in Computer Science, p. 225-237
2021
Distributed learning machines for solving forward and inverse problems in partial differential equations
Vikas Dwivedi , Nishant Parashar , Balaji Srinivasan
Neurocomputing, vol. 420, p. 299-316
2021
A Multivariate Analysis Framework for Vehicle Detection From Loop Data Under Heterogeneous and Less Lane Disciplined Traffic
Niraj Kumar Singh , Arun K. Tangirala , Lelitha Devi Vanajakshi
IEEE Access, vol. 9, p. 143580-143591
2020
2020
Consistent plug-in classifiers for complex objectives and constraints
Shiv Kumar Tavker , Harish Guruprasad , Harikrishna Narasimhan
Advances in Neural Information Processing Systems, 33
2020
Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining
Ananya B. Sai , Akash Kumar Mohankumar , Siddhartha Arora & more
Transactions of the Association for Computational Linguistics, vol. 8, p. 810-827
2020
Hypergraph clustering by iteratively reweighted modularity maximization
Tarun Kumar , Sankaran Vaidyanathan , Harini Ananthapadmanabhan & more
Applied Network Science, vol. 5, no. 1
2020
Electric vehicle routing problem with non-linear charging and load-dependent discharging
Surendra Reddy Kancharla , Gitakrishnan Ramadurai
Expert Systems with Applications, vol. 160, p. 113714
2020
Inductive Bias of Gradient Descent for Exponentially Weight Normalized Smooth Homogeneous Neural Nets
Depen Morwani , Harish G. Ramaswamy
arXiv:2010.12909
2020
Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks
Sravan Mylavarapu , Mahtab Sandhu , Priyesh Vijayan & more
2020 IEEE Intelligent Vehicles Symposium (IV), p. 321-327
2020
A Survey of Evaluation Metrics Used for NLG Systems
Ananya B. Sai , Akash Kumar Mohankumar , Mitesh M. Khapra
ACM Computing Surveys
2020
Topological properties of bus transit networks considering demand and service utilization weight measures
Manju Manohar Manjalavil , Gitakrishnan Ramadurai
Physica A: Statistical Mechanics and its Applications, vol. 555, p. 124683
2020
Understanding Dynamic Scenes using Graph Convolution Networks
Sravan Mylavarapu , Mahtab Sandhu , Priyesh Vijayan & more
International Conference on Intelligent Robots and Systems
2020
On the Importance of Local Information in Transformer Based Models
Madhura Pande , Aakriti Budhraja , Preksha Nema & more
arXiv:2008.05828
2020
SBML Level 3: an extensible format for the exchange and reuse of biological models
Sarah M Keating , Dagmar Waltemath , Matthias König & more
Molecular Systems Biology, vol. 16, no. 8
2020
SBML Level 3: an extensible format for the exchange and reuse of biological models
Sarah M Keating , Dagmar Waltemath , Matthias König & more
Molecular Systems Biology, vol. 16, no. 8
2020
MinReact : a systematic approach for identifying minimal metabolic networks
Gayathri Sambamoorthy , Karthik Raman
Bioinformatics, vol. 36, no. 15, p. 4309-4315
2020
MinReact : a systematic approach for identifying minimal metabolic networks
Gayathri Sambamoorthy , Karthik Raman
Bioinformatics, vol. 36, no. 15, p. 4309-4315
2020
Incorporating prior knowledge about structural constraints in model identification
Deepak Maurya , Sivadurgaprasad Chinta , Abhishek Sivaram & more
arXiv:2007.04030
2020
Metagenome-wide association analysis identifies microbial determinants of post-antibiotic ecological recovery in the gut
Kern Rei Chng , Tarini Shankar Ghosh , Yi Han Tan & more
Nature Ecology & Evolution, vol. 4, no. 9, p. 1256-1267
2020
Metagenome-wide association analysis identifies microbial determinants of post-antibiotic ecological recovery in the gut
Kern Rei Chng , Tarini Shankar Ghosh , Yi Han Tan & more
Nature Ecology & Evolution, vol. 4, no. 9, p. 1256-1267
2020
HPRA: Hyperedge Prediction using Resource Allocation
Tarun Kumar , K Darwin , Srinivasan Parthasarathy & more
12th ACM Conference on Web Science, p. 135-143
2020
State Estimation for Non–linear Fully-implicit, Index-1 Differential Algebraic Equation Systems
Neeraja Srinivasan , Nirav Bhatt , Sridharakumar Narasimhan
2020 American Control Conference (ACC), p. 743-748
2020
Mycobacterium tuberculosis (Mtb) lipid mediated lysosomal rewiring in infected macrophages modulates intracellular Mtb trafficking and survival
Kuldeep Sachdeva , Manisha Goel , Malvika Sudhakar & more
Journal of Biological Chemistry, vol. 295, no. 27, p. 9192-9210
2020
Mycobacterium tuberculosis (Mtb) lipid mediated lysosomal rewiring in infected macrophages modulates intracellular Mtb trafficking and survival
Kuldeep Sachdeva , Manisha Goel , Malvika Sudhakar & more
Journal of Biological Chemistry, vol. 295, no. 27, p. 9192-9210
2020
Machine Learning Applications for Mass Spectrometry-Based Metabolomics
Ulf W. Liebal , An N. T. Phan , Malvika Sudhakar & more
Metabolites, vol. 10, no. 6, p. 243
2020
Machine Learning Applications for Mass Spectrometry-Based Metabolomics
Ulf W. Liebal , An N. T. Phan , Malvika Sudhakar & more
Metabolites, vol. 10, no. 6, p. 243
2020
Reinforcement Learning for Multi-Product Multi-Node Inventory Management in Supply Chains
Nazneen N Sultana , Hardik Meisheri , Vinita Baniwal & more
arXiv:2006.04037
2020
D y VED eep
Sanjay Ganapathy , Swagath Venkataramani , Giridhur Sriraman & more
ACM Transactions on Embedded Computing Systems, vol. 19, no. 3, p. 1-24
2020
On Incorporating Structural Information to improve Dialogue Response Generation
Nikita Moghe , Priyesh Vijayan , Balaraman Ravindran & more
arXiv:2005.14315
2020
Predicting software defect type using concept-based classification
Sangameshwar Patil , B. Ravindran
Empirical Software Engineering, vol. 25, no. 2, p. 1341-1378
2020
PlotQA: Reasoning over Scientific Plots
Nitesh Methani , Pritha Ganguly , Mitesh M. Khapra & more
2020 IEEE Winter Conference on Applications of Computer Vision (WACV), p. 1516-1525
2020
EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness against Adversarial Attacks
Sanchari Sen , B Ravindran , Anand Raghunathan
International Conference on Learning Representations
2020
Conducting Non-adaptive Experiments in a Live Setting: A Bayesian Approach to Determining Optimal Sample Size
Nandan Sudarsanam , Ramya Chandran , Daniel D. Frey
Journal of Mechanical Design, vol. 142, no. 3
2020
Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization
Saurabh Desai , Harish G. Ramaswamy
2020 IEEE Winter Conference on Applications of Computer Vision (WACV), p. 972-980
2020
Interpretability With Accurate Small Models
Abhishek Ghose , Balaraman Ravindran
Frontiers in Artificial Intelligence, vol. 3
2020
Influence Maximization in Unknown Social Networks: Learning Policies for Effective Graph Sampling
Harshavardhan Kamarthi , Priyesh Vijayan , Bryan Wilder & more
In Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems
2020
Thermodynamically consistent estimation of Gibbs free energy from data: data reconciliation approach
Saman Salike , Nirav Bhatt
Bioinformatics, vol. 36, no. 4, p. 1219-1225
2020
Demystifying Brain Tumor Segmentation Networks: Interpretability and Uncertainty Analysis
Parth Natekar , Avinash Kori , Ganapathy Krishnamurthi
Frontiers in Computational Neuroscience, vol. 14
2020
Optimal Filtering and Residual Analysis in Errors-in-Variables Model Identification
Vipul Mann , Deepak Maurya , Arun K. Tangirala & more
Industrial & Engineering Chemistry Research, vol. 59, no. 5, p. 1953-1965
2020
Novel ratio-metric features enable the identification of new driver genes across cancer types
Malvika Sudhakar , Raghunathan Rengaswamy , Karthik Raman
Scientific Reports
2020
MINREACT: an efficient algorithm for identifying minimal metabolic networks
Gayathri Sambamoorthy , Karthik Raman
bioRxiv
2020
Comparison of first trimester dating methods for gestational age estimation and their implication on preterm birth classification in a North Indian cohort
Ramya Vijayram , Nikhita Damaraju , Ashley Xavier & more
medRxiv
2020
Towards Transparent and Explainable Attention Models
Akash Kumar Mohankumar , Preksha Nema , Sharan Narasimhan & more
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, p. 4206-4216
2020
Towards Interpreting BERT for Reading Comprehension Based QA
Sahana Ramnath , Preksha Nema , Deep Sahni & more
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), p. 3236-3242
2020
Temporal Analysis of a Bus Transit Network
Manju Manohar Manjalavil , Gitakrishnan Ramadurai , Balaraman Ravindran
Studies in Computational Intelligence, p. 944-954
2020
Rate of change analysis for interestingness measures
Nandan Sudarsanam , Nishanth Kumar , Abhishek Sharma & more
Knowledge and Information Systems, vol. 62, no. 1, p. 239-258
2020
On the weak link between importance and prunability of attention heads
Aakriti Budhraja , Madhura Pande , Preksha Nema & more
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), p. 3230-3235
2020
Investigating metabolic interactions in a microbial co-culture through integrated modelling and experiments
Aarthi Ravikrishnan , Lars M. Blank , Smita Srivastava & more
Computational and Structural Biotechnology Journal, vol. 18, p. 1249-1258
2020
Investigating metabolic interactions in a microbial co-culture through integrated modelling and experiments
Aarthi Ravikrishnan , Lars M. Blank , Smita Srivastava & more
Computational and Structural Biotechnology Journal, vol. 18, p. 1249-1258
2020
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages
Divyanshu Kakwani , Anoop Kunchukuttan , Satish Golla & more
Findings of the Association for Computational Linguistics: EMNLP 2020, p. 4948-4961
2020
A Unified Non-Negative Matrix Factorization Framework for Semi Supervised Learning on Graphs
Anasua Mitra , Priyesh Vijayan , Srinivasan Parthasarathy & more
Proceedings of the 2020 SIAM International Conference on Data Mining, p. 487-495
2020
A New Measure of Modularity in Hypergraphs: Theoretical Insights and Implications for Effective Clustering
Tarun Kumar , Sankaran Vaidyanathan , Harini Ananthapadmanabhan & more
Studies in Computational Intelligence, p. 286-297
2020
A new index for information gain in the Bayesian framework⁎
Prem Jagadeesan , Karthik Raman , Arun K. Tangirala
IFAC-PapersOnLine, vol. 53, no. 1, p. 634-639
2020
A new index for information gain in the Bayesian framework⁎
Prem Jagadeesan , Karthik Raman , Arun K. Tangirala
IFAC-PapersOnLine, vol. 53, no. 1, p. 634-639
2019
2019
Learning Conserved Networks From Flows
Satya Jayadev P. , Shankar Narasimhan , Nirav Bhatt
arXiv preprint arXiv:1905.08716
2019
On Knowledge Distillation From Complex Networks
Siddhartha Arora , Mitesh M. Khapra , Harish G. Ramaswamy
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1
2019
Deciphering the metabolic capabilities of Bifidobacteria using genome-scale metabolic models
N. T. Devika , Karthik Raman
Scientific Reports, vol. 9, no. 1
2019
Deciphering the metabolic capabilities of Bifidobacteria using genome-scale metabolic models
N. T. Devika , Karthik Raman
Scientific Reports, vol. 9, no. 1
2019
Rational metabolic engineering for enhanced alpha-tocopherol production in Helianthus annuus cell culture
Aparajitha Srinivasan , Vijayakumar S , Karthik Raman & more
Biochemical Engineering Journal, vol. 151, p. 107256
2019
Rational metabolic engineering for enhanced alpha-tocopherol production in Helianthus annuus cell culture
Aparajitha Srinivasan , Vijayakumar S , Karthik Raman & more
Biochemical Engineering Journal, vol. 151, p. 107256
2019
Graph Convolutional Network with Sequential Attention for Goal-Oriented Dialogue Systems
Suman Banerjee , Mitesh M. Khapra
Transactions of the Association for Computational Linguistics, vol. 7, p. 485-500
2019
A priori parameter identifiability in models with non-rational functions
Rishabh Jain , Sridharakumar Narasimhan , Nirav P. Bhatt
Automatica, vol. 109, p. 108513
2019
Let's Ask Again: Refine Network for Automatic Question Generation
Preksha Nema , Akash Kumar Mohankumar , Mitesh M. Khapra & more
In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing
2019
Assessment of network module identification across complex diseases
Sarvenaz Choobdar , Mehmet E. Ahsen , Jake Crawford & more
Nature Methods, vol. 16, no. 9, p. 843-852
2019
Assessment of network module identification across complex diseases
Sarvenaz Choobdar , Mehmet E. Ahsen , Jake Crawford & more
Nature Methods, vol. 16, no. 9, p. 843-852
2019
Generalized random Surfer-Pair models
Sai Kiran Narayanaswami , Balaraman Ravindran , Venkatesh Ramaiyan
Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, p. 452-455
2019
Extraction of Pure Species Spectra from Labeled Mixture Spectral Data
Abhishek Baikadi , Nirav Bhatt , Shankar Narasimhan
Industrial & Engineering Chemistry Research, vol. 58, no. 30, p. 13437-13447
2019
Analysis of Experimental Conditions, Measurement Strategies, and Model Identification Approaches on Parameter Estimation in Plug Flow Reactors
Manokaran V , Tirthankar Sengupta , Sridharakumar Narasimhan & more
Industrial & Engineering Chemistry Research, vol. 58, no. 30, p. 13767-13779
2019
Re-Evaluating ADEM: A Deeper Look at Scoring Dialogue Responses
Ananya B. Sai , Mithun Das Gupta , Mitesh M. Khapra & more
Proceedings of the AAAI Conference on Artificial Intelligence, vol. 33, no. 01, p. 6220-6227
2019
Extra: Transfer-guided exploration
Anirban Santara , Rishabh Madan , B Ravindran & more
In Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems
2019
Optimal replicates for designed experiments under the online framework
Nandan Sudarsanam , Balaji Pitchai Kannu , Daniel D. Frey
Research in Engineering Design, vol. 30, no. 3, p. 363-379
2019
Uncovering Novel Pathways for Enhancing Hyaluronan Synthesis in Recombinant Lactococcus lactis: Genome-Scale Metabolic Modeling and Experimental Validation
Abinaya Badri , Karthik Raman , Guhan Jayaraman
Processes, vol. 7, no. 6, p. 343
2019
Uncovering Novel Pathways for Enhancing Hyaluronan Synthesis in Recombinant Lactococcus lactis: Genome-Scale Metabolic Modeling and Experimental Validation
Abinaya Badri , Karthik Raman , Guhan Jayaraman
Processes, vol. 7, no. 6, p. 343
2019
Efficient Video Classification Using Fewer Frames
Shweta Bhardwaj , Mukundhan Srinivasan , Mitesh M. Khapra
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), p. 354-363
2019
Effect of Inter-layer Coupling on Multilayer Network Centrality Measures
Tarun Kumar , Manikandan Narayanan , Balaraman Ravindran
Journal of the Indian Institute of Science, vol. 99, no. 2, p. 237-246
2019
Edge Replacement Grammars : A Formal Language Approach for Generating Graphs
Revanth Reddy , Sarath Chandar , Balaraman Ravindran
Proceedings of the 2019 SIAM International Conference on Data Mining, p. 351-359
2019
Evolutionary design principles in metabolism
Gayathri Sambamoorthy , Himanshu Sinha , Karthik Raman
Proceedings of the Royal Society B: Biological Sciences, vol. 286, no. 1898, p. 20190098
2019
Adapting Community Detection Algorithms for Disease Module Identification in Heterogeneous Biological Networks
Beethika Tripathi , Srinivasan Parthasarathy , Himanshu Sinha & more
Frontiers in Genetics, vol. 10
2019
Adapting Community Detection Algorithms for Disease Module Identification in Heterogeneous Biological Networks
Beethika Tripathi , Srinivasan Parthasarathy , Himanshu Sinha & more
Frontiers in Genetics, vol. 10
2019
Studying the plasticity in deep convolutional neural networks using random pruning
Deepak Mittal , Shweta Bhardwaj , Mitesh M. Khapra & more
Machine Vision and Applications, vol. 30, no. 2, p. 203-216
2019
Optimal power distribution control for a network of fuel cell stacks
Resmi Suresh , Ganesh Sankaran , Sreeram Joopudi & more
Journal of Process Control, vol. 74, p. 88-98
2019
Pack and Detect
Athindran Ramesh Kumar , Balaraman Ravindran , Anand Raghunathan
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, p. 150-156
2019
Time Series Analysis of Surface EMG Signal - Linear, Non Linear and Chaotic Approaches
Moirangthem Sailash Singh , Ramkrishna Pasumarthy , Viswanath Talasila
2019 Fifth Indian Control Conference (ICC), p. 442-447
2019
Prediction error-based clustering approach for multiple-model learning using statistical testing
Sivadurgaprasad Chinta , Abhishek Sivaram , Raghunathan Rengaswamy
Engineering Applications of Artificial Intelligence, vol. 77, p. 125-135
2019
Metabolite systems profiling identifies exploitable weaknesses in retinoblastoma
Swagatika Sahoo , Ranjith Kumar Ravi Kumar , Brandon Nicolay & more
FEBS Letters, vol. 593, no. 1, p. 23-41
2019
Metabolite systems profiling identifies exploitable weaknesses in retinoblastoma
Swagatika Sahoo , Ranjith Kumar Ravi Kumar , Brandon Nicolay & more
FEBS Letters, vol. 593, no. 1, p. 23-41
2019
Let’s Ask Again: Refine Network for Automatic Question Generation
Preksha Nema , Akash Kumar Mohankumar , Mitesh M. Khapra & more
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), p. 3312-3321
2019
Development and Evaluation of a low-cost WiFi Media Access Control Scanner as Traffic Sensor
Satya Sundar Patra , Bharathiraja Muthurajan , Bhargava Rama Chilukuri & more
2019 11th International Conference on Communication Systems & Networks (COMSNETS), p. 777-782
2019
A Game Theoretic Formulation of Path Selection in Urban Transportation Networks
Subhadeep Kumar , Ramkrishna Pasumarthy , Nirav P. Bhatt
2019 Fifth Indian Control Conference (ICC), p. 395-400
2018
2018
Learning to Multi-Task by Active Sampling
Sahil Sharma , Ashutosh Kumar Jha , Parikshit S Hegde & more
International Conference on Learning Representations
2018
Learning to Prevent Monocular SLAM Failure using Reinforcement Learning
Vignesh Prasad , Karmesh Yadav , Rohitashva Singh Saurabh & more
Proceedings of the 11th Indian Conference on Computer Vision, Graphics and Image Processing, p. 1-9
2018
Network-based features enable prediction of essential genes across diverse organisms
Karthik Azhagesan , Balaraman Ravindran , Karthik Raman
PLOS ONE, vol. 13, no. 12, p. e0208722
2018
Network-based features enable prediction of essential genes across diverse organisms
Karthik Azhagesan , Balaraman Ravindran , Karthik Raman
PLOS ONE, vol. 13, no. 12, p. e0208722
2018
RAIL: Risk-Averse Imitation Learning
Anirban Santara , Abhishek Naik , B Ravindran & more
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems
2018
Efficient-UCBV: An Almost Optimal Algorithm using Variance Estimates
Subhojyoti Mukherjee , KP Naveen , Nandan Sudarsanam & more
Proceedings of the AAAI Conference on Artificial Intelligence
2018
Modeling and control of battery systems. Part II: A model predictive controller for optimal charging
Resmi Suresh , Raghunathan Rengaswamy
Computers & Chemical Engineering, vol. 119, p. 326-335
2018
Modeling and control of battery systems. Part I: Revisiting Butler–Volmer equations to model non-linear coupling of various capacity fade mechanisms
Resmi Suresh , Raghunathan Rengaswamy
Computers & Chemical Engineering, vol. 119, p. 336-351
2018
Systems-Level Modelling of Microbial Communities: Theory and Practice
Aarthi Ravikrishnan , Karthik Raman
Book
2018
Identification of Errors-in-Variables Models Using Dynamic Iterative Principal Component Analysis
Deepak Maurya , Arun K. Tangirala , Shankar Narasimhan
Industrial & Engineering Chemistry Research, vol. 57, no. 35, p. 11939-11954
2018
Understanding the evolution of functional redundancy in metabolic networks
Gayathri Sambamoorthy , Karthik Raman
Bioinformatics, vol. 34, no. 17, p. i981-i987
2018
Understanding the evolution of functional redundancy in metabolic networks
Gayathri Sambamoorthy , Karthik Raman
Bioinformatics, vol. 34, no. 17, p. i981-i987
2018
Identifying Topology of Low Voltage Distribution Networks Based on Smart Meter Data
Satya Jayadev Pappu , Nirav Bhatt , Ramkrishna Pasumarthy & more
IEEE Transactions on Smart Grid, vol. 9, no. 5, p. 5113-5122
2018
A novel approach for benchmarking and assessing the performance of state estimators
Laya Das , Gaurav Kumar , Raghunathan Rengaswamy & more
ISA Transactions, vol. 80, p. 137-145
2018
Improved Insights on Financial Health through Partially Constrained Hidden Markov Model Clustering on Loan Repayment Data
Dibu John Philip , Nandan Sudarsanam , Balaraman Ravindran
ACM SIGMIS Database: the DATABASE for Advances in Information Systems, vol. 49, no. 3, p. 98-113
2018
Enumerating all possible biosynthetic pathways in metabolic networks
Aarthi Ravikrishnan , Meghana Nasre , Karthik Raman
Scientific Reports, vol. 8, no. 1
2018
Shared mechanisms among neurodegenerative diseases: from genetic factors to gene networks
Douglas Arneson , Yong Zhang , Xia Yang & more
Journal of Genetics, vol. 97, no. 3, p. 795-806
2018
Overtaking Maneuvers in Simulated Highway Driving using Deep Reinforcement Learning
Meha Kaushik , Vignesh Prasad , K Madhava Krishna & more
2018 IEEE Intelligent Vehicles Symposium (IV), p. 1885-1890
2018
Gene–gene and gene–environment interactions in complex traits in yeast
Anupama Yadav , Himanshu Sinha
Yeast, vol. 35, no. 6, p. 403-416
2018
On the primal-dual dynamics of Support Vector Machines
Krishna Chaitanya Kosaraju , Shravan Mohan , Ramkrishna Pasumarthy
arXiv preprint arXiv:1805.00699
2018
On Controllable Sparse Alternatives to Softmax
Anirban Laha , Saneem Ahmed Chemmengath , Priyanka Agrawal & more
Advances in Neural Information Processing Systems
2018
Consistent algorithms for multiclass classification with a reject option
Harish G Ramaswamy , Ambuj Tewari , Shivani Agarwal
arXiv preprint arXiv:1505.04137
2018
Urban Arterial Travel Time Prediction Using Support Vector Regression
Anna Mary Philip , Gitakrishnan Ramadurai , Lelitha Vanajakshi
Transportation in Developing Economies, vol. 4, no. 1
2018
A Dataset for Building Code-Mixed Goal Oriented Conversation Systems
Suman Banerjee , Nikita Moghe , Siddhartha Arora & more
arXiv preprint arXiv:1806.05997
2018
Recovering from Random Pruning: On the Plasticity of Deep Convolutional Neural Networks
Deepak Mittal , Shweta Bhardwaj , Mitesh M. Khapra & more
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), p. 848-857
2018
ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions
Soham Parikh , Ananya Sai , Preksha Nema & more
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence
2018
A novel topic modeling based weighting framework for class imbalance learning
Sudarsun Santhiappan , Jeshuren Chelladurai , Balaraman Ravindran
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, p. 20-29
2018
A neural attention based approach for clickstream mining
Chandramohan T N , Balaraman Ravindran
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, p. 118-127
2018
Using Linear Stochastic Bandits to extend traditional offline Designed Experiments to online settings
Nandan Sudarsanam , Balaraman Ravindran
Computers & Industrial Engineering, vol. 115, p. 471-485
2018
Training a deep learning architecture for vehicle detection using limited heterogeneous traffic data
Deepak Mittal , Avinash Reddy , Gitakrishnan Ramadurai & more
2018 10th International Conference on Communication Systems & Networks (COMSNETS), p. 589-594
2018
Tracking and stabilization of mechanical systems using reinforcement learning
S Bhuvaneswari , Ramkrishna Pasumarthy , Balaraman Ravindran & more
2018 Indian Control Conference (ICC), p. 206-211
2018
Towards Exploiting Background Knowledge for Building Conversation Systems
Nikita Moghe , Siddhartha Arora , Suman Banerjee & more
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
2018
Towards a Better Metric for Evaluating Question Generation Systems
Preksha Nema , Mitesh M. Khapra
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
2018
Mining bus stops from raw GPS data of bus trajectories
Nandani Garg , Gitakrishnan Ramadurai , Sayan Ranu
2018 10th International Conference on Communication Systems & Networks (COMSNETS), p. 583-588
2018
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization
Preksha Nema , Shreyas Shetty , Parag Jain & more
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), p. 1539-1550
2018
Computational Prediction of Synthetic Lethals in Genome-Scale Metabolic Models Using Fast-SL
Karthik Raman , Aditya Pratapa , Omkar Mohite & more
Methods in Molecular Biology, p. 315-336
2018
Computational Prediction of Synthetic Lethals in Genome-Scale Metabolic Models Using Fast-SL
Karthik Raman , Aditya Pratapa , Omkar Mohite & more
Methods in Molecular Biology, p. 315-336
2018
Actuator network design to mitigate contamination effects in Water Distribution Networks
Venkata Reddy Palleti , Varghese Kurian , Shankar Narasimhan & more
Computers & Chemical Engineering, vol. 108, p. 194-205
2018
A systems-theoretic approach towards designing biological networks for perfect adaptation
Priyan Bhattacharya , Karthik Raman , Arun K. Tangirala
IFAC-PapersOnLine, vol. 51, no. 1, p. 307-312
2018
A systems-theoretic approach towards designing biological networks for perfect adaptation
Priyan Bhattacharya , Karthik Raman , Arun K. Tangirala
IFAC-PapersOnLine, vol. 51, no. 1, p. 307-312
2018
A Partial Parameter HMM Based Clustering on Loan Repayment Data: Insights into Financial Behavior and Intent to Repay
Dibu Philip , Nandan Sudarsanam , Balaraman Ravindran
Proceedings of the Annual Hawaii International Conference on System Sciences
2017
2017
Predicting novel metabolic pathways through subgraph mining
Aravind Sankar , Sayan Ranu , Karthik Raman
Bioinformatics, vol. 33, no. 24, p. 3955-3963
2017
DCEIL: Distributed Community Detection with the CEIL Score
Akash Jain , Rupesh Nasre , Balaraman Ravindran
2017 IEEE 19th International Conference on High Performance Computing and Communications; IEEE 15th International Conference on Smart City; IEEE 3rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS), p. 146-153
2017
Class Imbalance Learning
S. Santhiappan , B Ravindran
Advanced Computing and Communications
2017
Learning to repeat: Fine grained action repetition for deep reinforcement learning
Sahil Sharma , Aravind S Lakshminarayanan , B Ravindran
ICLR
2017
Data Driven Strategies for Active Monocular SLAM using Inverse Reinforcement Learning
Vignesh Prasad , Rishabh Jangir , B Balaraman & more
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems
2017
Attend, Adapt, and Transfer: Attentive Deep Architecture for Adaptive Transfer from Multiple Sources in the Same Domain
Janarthanan Rajendran , Aravind S. Lakshminarayanan , Mitesh M Khapra & more
International Conference on Learning Representations
2017
Thresholding Bandits with Augmented UCB
Subhojyoti Mukherjee , Naveen Kolar Purushothama , Nandan Sudarsanam & more
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, p. 2515-2521
2017
Data mining and control loop performance assessment: The multivariate case
Laya Das , Raghunathan Rengaswamy , Babji Srinivasan
AIChE Journal, vol. 63, no. 8, p. 3311-3328
2017
Dynamic Action Repetition for Deep Reinforcement Learning
Aravind S Lakshminarayanan , Sahil Sharma , B Ravindran
Proceedings of the AAAI Conference on Artificial Intelligence
2017
Role Discovery in Graphs Using Global Features: Algorithms, Applications and a Novel Evaluation Strategy
Pratik Vinay Gupte , Balaraman Ravindran , Srinivasan Parthasarathy
2017 IEEE 33rd International Conference on Data Engineering (ICDE), p. 771-782
2017
Elucidating the biosynthetic pathways of volatile organic compounds in Mycobacterium tuberculosis through a computational approach
Purva Bhatter , Karthik Raman , Vani Janakiraman
Molecular BioSystems, vol. 13, no. 4, p. 750-755
2017
Elucidating the biosynthetic pathways of volatile organic compounds in Mycobacterium tuberculosis through a computational approach
Purva Bhatter , Karthik Raman , Vani Janakiraman
Molecular BioSystems, vol. 13, no. 4, p. 750-755
2017
A General Mechanism for the Propagation of Mutational Effects in Proteins
Nandakumar Rajasekaran , Swaathiratna Suresh , Soundhararajan Gopi & more
Biochemistry, vol. 56, no. 1, p. 294-305
2017
A General Mechanism for the Propagation of Mutational Effects in Proteins
Nandakumar Rajasekaran , Swaathiratna Suresh , Soundhararajan Gopi & more
Biochemistry, vol. 56, no. 1, p. 294-305
2017
In Silico Approaches to Metabolic Engineering
A. Badri , A. Srinivasan , K. Raman
Current Developments in Biotechnology and Bioengineering, p. 161-200
2017
Diversity driven attention model for query-based abstractive summarization
Preksha Nema , Mitesh M. Khapra , Anirban Laha & more
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), p. 1063-1072
2016
2016
Statistical analysis of bus networks in India
Atanu Chatterjee , Manju Manohar , Gitakrishnan Ramadurai
PloS one
2016
EPOpt: Learning Robust Neural Network Policies Using Model Ensembles
Aravind Rajeswaran , Sarvjeet Ghotra , Sergey Levine & more
ICLR
2016
Dynamic frame skip deep q network
Aravind S Lakshminarayanan , Sahil Sharma , B Ravindran
IJCAI 2016 Workshop on Deep Reinforcement Learning: Frontiers and Challenges
2016
HEMI: Hyperedge Majority Influence Maximization
Varun Gangal , B Ravindran , Ramasuri Narayanam
arXiv preprint arXiv:1606.05065
2016
Trust and distrust across coalitions: shapley value based centrality measures for signed networks
B Ravindran , A. Narwekar , V. Gangal & more
In the Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence
2016
Multivariate Control Loop Performance Assessment With Hurst Exponent and Mahalanobis Distance
Laya Das , Babji Srinivasan , Raghunathan Rengaswamy
IEEE Transactions on Control Systems Technology, vol. 24, no. 3, p. 1067-1074
2016
Sensor network design for contaminant detection and identification in water distribution networks
Venkata Reddy Palleti , Shankar Narasimhan , R. Rengaswamy & more
Computers & Chemical Engineering, vol. 87, p. 246-256
2016
In Silico Approaches to Metabolic Engineering
A Badri , A Srinivasan , Karthik Raman
Current Developments in Biotechnology and Bioengineering
2016
Correlational Neural Networks
Sarath Chandar , Mitesh M. Khapra , Hugo Larochelle & more
Neural Computation, vol. 28, no. 2, p. 257-285
2016
Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning
Janarthanan Rajendran , Mitesh M. Khapra , Sarath Chandar & more
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, p. 171-181
2015
2015
Nonparametric Poisson Factorization Machine
Avijit Saha , Ayan Acharya , Balaraman Ravindran & more
2015 IEEE International Conference on Data Mining, p. 967-972
2015
Critical assessment of genome-scale metabolic networks: the need for a unified standard
A. Ravikrishnan , K. Raman
Briefings in Bioinformatics, vol. 16, no. 6, p. 1057-1068
2015
Attend, Adapt and Transfer: Attentive Deep Architecture for Adaptive Transfer from multiple sources
Janarthanan Rajendran , Aravind Lakshminarayanan , Mitesh M Khapra & more
arXiv preprint arXiv:1510.02879
2015
Fast-SL: an efficient algorithm to identify synthetic lethal sets in metabolic networks
Aditya Pratapa , Shankar Balachandran , Karthik Raman
Bioinformatics, vol. 31, no. 20, p. 3299-3305
2015
Fast-SL: an efficient algorithm to identify synthetic lethal sets in metabolic networks
Aditya Pratapa , Shankar Balachandran , Karthik Raman
Bioinformatics, vol. 31, no. 20, p. 3299-3305
2015
Parallelization of game theoretic centrality algorithms
M Vishnu Sankar , B Ravindran
Sadhana
2015
Near optimal strategies for targeted marketing in social networks
Ramakumar Pasumarthi , Ramasuri Narayanam , B Ravindran
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems
2015
COMMIT
Saket Gurukar , Sayan Ranu , Balaraman Ravindran
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, p. 475-489
2015
Extended Discriminative Random Walk: A Hypergraph Approach to Multi-View Multi-Relational Transductive Learning.
Sai Nageswar Satchidanand , Harini Ananthapadmanaban , B Ravindran
IJCAI
2015
Measuring network centrality using hypergraphs
Sanjukta Roy , Balaraman Ravindran
Proceedings of the Second ACM IKDD Conference on Data Sciences, p. 59-68
2015
CEIL: a scalable, resolution limit free approach for detecting communities in large networks.
Vishnu Sankar , B Ravindran , S Shivashankar
Twenty-Fourth International Joint Conference on Artificial Intelligence
2015
Hierarchical activity recognition for dementia care using Markov Logic Network
K. S. Gayathri , Susan Elias , Balaraman Ravindran
Personal and Ubiquitous Computing, vol. 19, no. 2, p. 271-285
2014
2014
An autoencoder approach to learning bilingual word representations
Sarath Chandar AP , Stanislas Lauly , Hugo Larochelle & more
Advances in Neural Information Processing Systems
2014
Revisiting Robustness and Evolvability: Evolution in Weighted Genotype Spaces
Raghavendran Partha , Karthik Raman
PLoS ONE, vol. 9, no. 11, p. e112792
2014
Multi-label collective classification in multi-attribute multi-relational network data
Priyesh Vijayan , Shivashankar Subramanian , Balaraman Ravindran
2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014), p. 509-514
2014
RRTPI: Policy iteration on continuous domains using rapidly-exploring random trees
Manimaran Sivasamy Sivamurugan , Balaraman Ravindran
2014 IEEE International Conference on Robotics and Automation (ICRA), p. 4362-4367
2014
An extended reinforcement learning model of basal ganglia to understand the contributions of serotonin and dopamine in risk-based decision making, reward prediction, and punishment learning
Pragathi P. Balasubramani , V. Srinivasa Chakravarthy , Balaraman Ravindran & more
Frontiers in Computational Neuroscience, vol. 8
2014
The organisational structure of protein networks: revisiting the centrality–lethality hypothesis
Karthik Raman , Nandita Damaraju , Govind Krishna Joshi
Systems and Synthetic Biology, vol. 8, no. 1, p. 73-81
2014
Scalable Positional Analysis for Studying Evolution of Nodes in Networks
Pratik Vinay Gupte , B Ravindran
arXiv preprint arXiv:1402.3797
2014
Temporal analysis of telecom call graphs
Saket Gurukar , Balaraman Ravindran
2014 Sixth International Conference on Communication Systems and Networks (COMSNETS), p. 1-6
2014
Studying Indian Railways Network using hypergraphs
Sai Nageswar Satchidanand , Siddharth Kumar Jain , Amit Maurya & more
2014 Sixth International Conference on Communication Systems and Networks (COMSNETS), p. 1-6
2014
Activity Recognition for Natural Human Robot Interaction
Addwiteey Chrungoo , S. S. Manimaran , Balaraman Ravindran
Lecture Notes in Computer Science, p. 84-94
2014
A Systems Theoretic Approach to Systems and Synthetic Biology II: Analysis and Design of Cellular Systems
Kulkarni, Vishwesh V. and Stan, Guy-Bart and Raman, Karthik
Springer
2014
A Systems Theoretic Approach to Systems and Synthetic Biology I: Models and System Characterizations
Kulkarni, Vishwesh V. and Raman, Karthik and Stan, Guy-Bart
Springer
2013
2013
Identification of putative and potential cross-reactive chickpea (Cicer arietinum) allergens through an in silico approach
Anuja Kulkarni , Laxmi Ananthanarayan , Karthik Raman
Computational Biology and Chemistry, vol. 47, p. 149-155
2011
2011
The evolvability of programmable hardware
Karthik Raman , Andreas Wagner
Journal of The Royal Society Interface, vol. 8, no. 55, p. 269-281
2011
Understanding the Dynamics of Biological Systems
Raman, Karthik and Chandra, Nagasuma
Understanding the Dynamics of Biological Systems, p. 83--110
2011
Evolvability and robustness in a complex signalling circuit
Karthik Raman , Andreas Wagner
Molecular BioSystems, vol. 7, no. 4, p. 1081
2010
2010
Systems biology
Karthik Raman , Nagasuma Chandra
Resonance, vol. 15, no. 2, p. 131-153
2010
Construction and analysis of protein–protein interaction networks
Karthik Raman
Automated Experimentation, vol. 2, no. 1, p. 2
2010
A systems perspective of host–pathogen interactions: predicting disease outcome in tuberculosis
Karthik Raman , Ashwini Gurudas Bhat , Nagasuma Chandra
Mol. BioSyst., vol. 6, no. 3, p. 516-530
2009
2009
Flux balance analysis of biological systems: applications and challenges
K. Raman , N. Chandra
Briefings in Bioinformatics, vol. 10, no. 4, p. 435-449
2009
Strategies for efficient disruption of metabolism in Mycobacterium tuberculosis from network analysis
Karthik Raman , Rohit Vashisht , Nagasuma Chandra
Molecular BioSystems, vol. 5, no. 12, p. 1740
2008
2008
targetTB: A target identification pipeline for Mycobacterium tuberculosis through an interactome, reactome and genome-scale structural analysis
Karthik Raman , Kalidas Yeturu , Nagasuma Chandra
BMC Systems Biology, vol. 2, no. 1
2008
PathwayAnalyser: A Systems Biology Tool for Flux Analysis of Metabolic Pathways
Karthik Raman , Nagasuma Chandra
Nature Precedings
2008
Mycobacterium tuberculosis interactome analysis unravels potential pathways to drug resistance
Karthik Raman , Nagasuma Chandra
BMC Microbiology, vol. 8, no. 1, p. 234
2007
2007
Hallmarks of mycolic acid biosynthesis: A comparative genomics study
Karthik Raman , Preethi Rajagopalan , Nagasuma Chandra
Proteins: Structure, Function, and Bioinformatics, vol. 69, no. 2, p. 358-368
2007
Metabolome Based Reaction Graphs of M. tuberculosis and M. leprae: A Comparative Network Analysis
Ketki D. Verkhedkar , Karthik Raman , Nagasuma R. Chandra & more
PLoS ONE, vol. 2, no. 9, p. e881
2006
2006
Principles and Practices of Pathway Modelling
Karthik Raman , Preethi Rajagopalan , Nagasuma Chandra
Current Bioinformatics, vol. 1, no. 2, p. 147-160
2005
2005
Flux Balance Analysis of Mycolic Acid Pathway: Targets for Anti-Tubercular Drugs
Karthik Raman , Preethi Rajagopalan , Nagasuma Chandra
PLoS Computational Biology, vol. 1, no. 5, p. e46