/~ravi/unpublished-manuscripts/ Recent content in Unpublished Manuscripts on Balaraman Ravindran Source Themes academia (https://sourcethemes.com/academic/) en-us Copyright © {year} Sat, 25 Feb 2023 00:00:00 +0000 /~ravi/unpublished-manuscripts/are-models-trained-on-indian-legal-data-fair/ Sat, 25 Feb 2023 00:00:00 +0000 /~ravi/unpublished-manuscripts/are-models-trained-on-indian-legal-data-fair/ /~ravi/unpublished-manuscripts/multi-tailed-multi-headed-spatial-dynamic-memory-refined-text-to-image-synthesis/ Fri, 15 Oct 2021 00:00:00 +0000 /~ravi/unpublished-manuscripts/multi-tailed-multi-headed-spatial-dynamic-memory-refined-text-to-image-synthesis/ /~ravi/unpublished-manuscripts/interactive-media-for-understanding-ml-methods_-a-case-study-on-graph-neural-networks/ Fri, 01 Jan 2021 00:00:00 +0000 /~ravi/unpublished-manuscripts/interactive-media-for-understanding-ml-methods_-a-case-study-on-graph-neural-networks/ /~ravi/unpublished-manuscripts/reprel_-integrating-relational-planning-and-reinforcement-learning-for-effective-abstraction/ Fri, 01 Jan 2021 00:00:00 +0000 /~ravi/unpublished-manuscripts/reprel_-integrating-relational-planning-and-reinforcement-learning-for-effective-abstraction/ /~ravi/unpublished-manuscripts/using-ai-to-improve-maternal-and-child-health-outcomes-by-increasing-program-engagement-through-targeted-interventions/ Fri, 01 Jan 2021 00:00:00 +0000 /~ravi/unpublished-manuscripts/using-ai-to-improve-maternal-and-child-health-outcomes-by-increasing-program-engagement-through-targeted-interventions/ /~ravi/unpublished-manuscripts/a-causal-linear-model-to-quantify-edge-unfairness-for-unfair-edge-prioritization-and-discrimination-removal/ Wed, 01 Jan 2020 00:00:00 +0000 /~ravi/unpublished-manuscripts/a-causal-linear-model-to-quantify-edge-unfairness-for-unfair-edge-prioritization-and-discrimination-removal/ /~ravi/unpublished-manuscripts/erlp_-ensembles-of-reinforcement-learning-policies/ Wed, 01 Jan 2020 00:00:00 +0000 /~ravi/unpublished-manuscripts/erlp_-ensembles-of-reinforcement-learning-policies/ /~ravi/unpublished-manuscripts/missed-calls-automated-calls-and-health-support_-using-ai-to-improve-maternal-health-outcomes-by-increasing-program-engagement/ Wed, 01 Jan 2020 00:00:00 +0000 /~ravi/unpublished-manuscripts/missed-calls-automated-calls-and-health-support_-using-ai-to-improve-maternal-health-outcomes-by-increasing-program-engagement/ /~ravi/unpublished-manuscripts/on-incorporating-structural-information-to-improve-dialogue-response-generation/ Wed, 01 Jan 2020 00:00:00 +0000 /~ravi/unpublished-manuscripts/on-incorporating-structural-information-to-improve-dialogue-response-generation/ /~ravi/unpublished-manuscripts/option-encoder_-a-framework-for-discovering-a-policy-basis-in-reinforcement-learning/ Wed, 01 Jan 2020 00:00:00 +0000 /~ravi/unpublished-manuscripts/option-encoder_-a-framework-for-discovering-a-policy-basis-in-reinforcement-learning/ /~ravi/unpublished-manuscripts/reinforcement-learning-for-improving-object-detection/ Wed, 01 Jan 2020 00:00:00 +0000 /~ravi/unpublished-manuscripts/reinforcement-learning-for-improving-object-detection/ /~ravi/unpublished-manuscripts/using-reinforcement-learning-for-a-large-variable-dimensional-inventory-management-problem/ Wed, 01 Jan 2020 00:00:00 +0000 /~ravi/unpublished-manuscripts/using-reinforcement-learning-for-a-large-variable-dimensional-inventory-management-problem/ /~ravi/unpublished-manuscripts/an-active-learning-framework-for-efficient-robust-policy-search/ Tue, 01 Jan 2019 00:00:00 +0000 /~ravi/unpublished-manuscripts/an-active-learning-framework-for-efficient-robust-policy-search/ /~ravi/unpublished-manuscripts/extra_-transfer-guided-exploration/ Tue, 01 Jan 2019 00:00:00 +0000 /~ravi/unpublished-manuscripts/extra_-transfer-guided-exploration/ /~ravi/unpublished-manuscripts/hyperedge-prediction-using-tensor-eigenvalue-decomposition/ Tue, 01 Jan 2019 00:00:00 +0000 /~ravi/unpublished-manuscripts/hyperedge-prediction-using-tensor-eigenvalue-decomposition/ /~ravi/unpublished-manuscripts/hypergraph-partitioning-using-tensor-eigenvalue-decomposition/ Tue, 01 Jan 2019 00:00:00 +0000 /~ravi/unpublished-manuscripts/hypergraph-partitioning-using-tensor-eigenvalue-decomposition/ /~ravi/unpublished-manuscripts/learning-interpretable-models-using-an-oracle/ Tue, 01 Jan 2019 00:00:00 +0000 /~ravi/unpublished-manuscripts/learning-interpretable-models-using-an-oracle/ /~ravi/unpublished-manuscripts/learning-policies-for-social-network-discovery-with-reinforcement-learning/ Tue, 01 Jan 2019 00:00:00 +0000 /~ravi/unpublished-manuscripts/learning-policies-for-social-network-discovery-with-reinforcement-learning/ /~ravi/unpublished-manuscripts/network-discovery-using-reinforcement-learning/ Tue, 01 Jan 2019 00:00:00 +0000 /~ravi/unpublished-manuscripts/network-discovery-using-reinforcement-learning/ /~ravi/unpublished-manuscripts/network-representation-learning_-consolidation-and-renewed-bearing/ Tue, 01 Jan 2019 00:00:00 +0000 /~ravi/unpublished-manuscripts/network-representation-learning_-consolidation-and-renewed-bearing/ /~ravi/unpublished-manuscripts/optimal-resampling-for-learning-small-models/ Tue, 01 Jan 2019 00:00:00 +0000 /~ravi/unpublished-manuscripts/optimal-resampling-for-learning-small-models/ /~ravi/unpublished-manuscripts/polyphonic-music-composition-with-lstm-neural-networks-and-reinforcement-learning/ Tue, 01 Jan 2019 00:00:00 +0000 /~ravi/unpublished-manuscripts/polyphonic-music-composition-with-lstm-neural-networks-and-reinforcement-learning/ /~ravi/unpublished-manuscripts/seerl-_-sample-efficient-ensemble-reinforcement-learning/ Tue, 01 Jan 2019 00:00:00 +0000 /~ravi/unpublished-manuscripts/seerl-_-sample-efficient-ensemble-reinforcement-learning/ /~ravi/unpublished-manuscripts/digrad_-multi-task-reinforcement-learning-with-shared-actions/ Mon, 01 Jan 2018 00:00:00 +0000 /~ravi/unpublished-manuscripts/digrad_-multi-task-reinforcement-learning-with-shared-actions/ /~ravi/unpublished-manuscripts/discovering-hierarchies-using-imitation-learning-from-hierarchy-aware-policies/ Mon, 01 Jan 2018 00:00:00 +0000 /~ravi/unpublished-manuscripts/discovering-hierarchies-using-imitation-learning-from-hierarchy-aware-policies/ /~ravi/unpublished-manuscripts/fusion-graph-convolutional-networks/ Mon, 01 Jan 2018 00:00:00 +0000 /~ravi/unpublished-manuscripts/fusion-graph-convolutional-networks/ /~ravi/unpublished-manuscripts/hopf_-higher-order-propagation-framework-for-deep-collective-classification/ Mon, 01 Jan 2018 00:00:00 +0000 /~ravi/unpublished-manuscripts/hopf_-higher-order-propagation-framework-for-deep-collective-classification/ /~ravi/unpublished-manuscripts/hypergraph-clustering_-a-modularity-maximization-approach/ Mon, 01 Jan 2018 00:00:00 +0000 /~ravi/unpublished-manuscripts/hypergraph-clustering_-a-modularity-maximization-approach/ /~ravi/unpublished-manuscripts/dyvedeep_-dynamic-variable-effort-deep-neural-networks/ Sun, 01 Jan 2017 00:00:00 +0000 /~ravi/unpublished-manuscripts/dyvedeep_-dynamic-variable-effort-deep-neural-networks/ /~ravi/unpublished-manuscripts/learning-to-factor-policies-and-action-value-functions_-factored-action-space-representations-for-deep-reinforcement-learning/ Sun, 01 Jan 2017 00:00:00 +0000 /~ravi/unpublished-manuscripts/learning-to-factor-policies-and-action-value-functions_-factored-action-space-representations-for-deep-reinforcement-learning/ /~ravi/unpublished-manuscripts/learning-to-mix-n-step-returns_-generalizing-lambda-returns-for-deep-reinforcement-learning/ Sun, 01 Jan 2017 00:00:00 +0000 /~ravi/unpublished-manuscripts/learning-to-mix-n-step-returns_-generalizing-lambda-returns-for-deep-reinforcement-learning/ /~ravi/unpublished-manuscripts/learning-to-multi-task-by-active-sampling/ Sun, 01 Jan 2017 00:00:00 +0000 /~ravi/unpublished-manuscripts/learning-to-multi-task-by-active-sampling/ /~ravi/unpublished-manuscripts/mceil_-an-improved-scoring-function-for-overlapping-community-detection-using-seed-expansion-methods/ Sun, 01 Jan 2017 00:00:00 +0000 /~ravi/unpublished-manuscripts/mceil_-an-improved-scoring-function-for-overlapping-community-detection-using-seed-expansion-methods/ /~ravi/unpublished-manuscripts/online-multi-task-learning-using-active-sampling/ Sun, 01 Jan 2017 00:00:00 +0000 /~ravi/unpublished-manuscripts/online-multi-task-learning-using-active-sampling/ /~ravi/unpublished-manuscripts/prediction-error-based-transfer-in-q-ensembles/ Sun, 01 Jan 2017 00:00:00 +0000 /~ravi/unpublished-manuscripts/prediction-error-based-transfer-in-q-ensembles/ /~ravi/unpublished-manuscripts/rate-of-change-analysis-for-interestingness-measures/ Sun, 01 Jan 2017 00:00:00 +0000 /~ravi/unpublished-manuscripts/rate-of-change-analysis-for-interestingness-measures/ /~ravi/unpublished-manuscripts/shared-learning-_-enhancing-reinforcement-in-q-ensembles/ Sun, 01 Jan 2017 00:00:00 +0000 /~ravi/unpublished-manuscripts/shared-learning-_-enhancing-reinforcement-in-q-ensembles/ /~ravi/unpublished-manuscripts/a-developmental-approach-to-learning-affordances/ Fri, 01 Jan 2016 00:00:00 +0000 /~ravi/unpublished-manuscripts/a-developmental-approach-to-learning-affordances/ /~ravi/unpublished-manuscripts/dynamic-frame-skip-deep-q-network/ Fri, 01 Jan 2016 00:00:00 +0000 /~ravi/unpublished-manuscripts/dynamic-frame-skip-deep-q-network/ /~ravi/unpublished-manuscripts/exploration-for-multi-task-reinforcement-learning-with-deep-generative-models/ Fri, 01 Jan 2016 00:00:00 +0000 /~ravi/unpublished-manuscripts/exploration-for-multi-task-reinforcement-learning-with-deep-generative-models/ /~ravi/unpublished-manuscripts/hierarchical-reinforcement-learning-using-spatio-temporal-abstractions-and-deep-neural-networks/ Fri, 01 Jan 2016 00:00:00 +0000 /~ravi/unpublished-manuscripts/hierarchical-reinforcement-learning-using-spatio-temporal-abstractions-and-deep-neural-networks/ /~ravi/unpublished-manuscripts/imitation-learning-by-programs/ Fri, 01 Jan 2016 00:00:00 +0000 /~ravi/unpublished-manuscripts/imitation-learning-by-programs/ /~ravi/unpublished-manuscripts/language-expansion-in-text-based-games/ Fri, 01 Jan 2016 00:00:00 +0000 /~ravi/unpublished-manuscripts/language-expansion-in-text-based-games/ /~ravi/unpublished-manuscripts/linear-bandit-algorithms-using-the-bootstrap/ Fri, 01 Jan 2016 00:00:00 +0000 /~ravi/unpublished-manuscripts/linear-bandit-algorithms-using-the-bootstrap/ /~ravi/unpublished-manuscripts/slam-safe-planner_-preventing-monocular-slam-failure-using-reinforcement-learning/ Fri, 01 Jan 2016 00:00:00 +0000 /~ravi/unpublished-manuscripts/slam-safe-planner_-preventing-monocular-slam-failure-using-reinforcement-learning/ /~ravi/unpublished-manuscripts/a-computational-model-of-gait-changes-in-parkinsons-disease-patients-passing-through-doorways/ Thu, 01 Jan 2015 00:00:00 +0000 /~ravi/unpublished-manuscripts/a-computational-model-of-gait-changes-in-parkinsons-disease-patients-passing-through-doorways/ /~ravi/unpublished-manuscripts/a-reinforcement-learning-approach-to-online-learning-of-decision-trees/ Thu, 01 Jan 2015 00:00:00 +0000 /~ravi/unpublished-manuscripts/a-reinforcement-learning-approach-to-online-learning-of-decision-trees/ /~ravi/unpublished-manuscripts/adaapt_-a-deep-architecture-for-adaptive-policy-transfer-from-multiple-sources/ Thu, 01 Jan 2015 00:00:00 +0000 /~ravi/unpublished-manuscripts/adaapt_-a-deep-architecture-for-adaptive-policy-transfer-from-multiple-sources/ /~ravi/unpublished-manuscripts/bootstrapped-linear-bandits/ Thu, 01 Jan 2015 00:00:00 +0000 /~ravi/unpublished-manuscripts/bootstrapped-linear-bandits/ /~ravi/unpublished-manuscripts/hierarchical-decision-making-using-spatio-temporal-abstractions-in-reinforcement-learning/ Thu, 01 Jan 2015 00:00:00 +0000 /~ravi/unpublished-manuscripts/hierarchical-decision-making-using-spatio-temporal-abstractions-in-reinforcement-learning/ /~ravi/unpublished-manuscripts/kwik-inverse-reinforcement-learning/ Thu, 01 Jan 2015 00:00:00 +0000 /~ravi/unpublished-manuscripts/kwik-inverse-reinforcement-learning/ /~ravi/unpublished-manuscripts/scalable-bayesian-matrix-factorization/ Thu, 01 Jan 2015 00:00:00 +0000 /~ravi/unpublished-manuscripts/scalable-bayesian-matrix-factorization/ /~ravi/unpublished-manuscripts/thompson-sampling-with-adaptive-exploration-bonus-for-near-optimal-policy-learning/ Thu, 01 Jan 2015 00:00:00 +0000 /~ravi/unpublished-manuscripts/thompson-sampling-with-adaptive-exploration-bonus-for-near-optimal-policy-learning/ /~ravi/unpublished-manuscripts/tseb_-more-efficient-thompson-sampling-for-policy-learning/ Thu, 01 Jan 2015 00:00:00 +0000 /~ravi/unpublished-manuscripts/tseb_-more-efficient-thompson-sampling-for-policy-learning/ /~ravi/unpublished-manuscripts/ibayes_-a-thompson-sampling-approach-to-reinforcement-learning-with-instructions/ Wed, 01 Jan 2014 00:00:00 +0000 /~ravi/unpublished-manuscripts/ibayes_-a-thompson-sampling-approach-to-reinforcement-learning-with-instructions/ /~ravi/unpublished-manuscripts/scalable-positional-analysis-for-studying-evolution-of-nodes-in-networks/ Wed, 01 Jan 2014 00:00:00 +0000 /~ravi/unpublished-manuscripts/scalable-positional-analysis-for-studying-evolution-of-nodes-in-networks/ /~ravi/unpublished-manuscripts/targeted-influence-maximization-through-a-social-network/ Wed, 01 Jan 2014 00:00:00 +0000 /~ravi/unpublished-manuscripts/targeted-influence-maximization-through-a-social-network/ /~ravi/unpublished-manuscripts/multilingual-deep-learning/ Tue, 01 Jan 2013 00:00:00 +0000 /~ravi/unpublished-manuscripts/multilingual-deep-learning/ /~ravi/unpublished-manuscripts/spectral-clustering-as-mapping-to-a-simplex/ Tue, 01 Jan 2013 00:00:00 +0000 /~ravi/unpublished-manuscripts/spectral-clustering-as-mapping-to-a-simplex/ /~ravi/unpublished-manuscripts/studying-indian-railways-network-using-hypergraphs/ Tue, 01 Jan 2013 00:00:00 +0000 /~ravi/unpublished-manuscripts/studying-indian-railways-network-using-hypergraphs/ /~ravi/unpublished-manuscripts/abstraction-in-reinforcement-learning-in-terms-of-metastability/ Sun, 01 Jan 2012 00:00:00 +0000 /~ravi/unpublished-manuscripts/abstraction-in-reinforcement-learning-in-terms-of-metastability/ /~ravi/unpublished-manuscripts/discovering-continuous-homomorphisms-for-transfer/ Sun, 01 Jan 2012 00:00:00 +0000 /~ravi/unpublished-manuscripts/discovering-continuous-homomorphisms-for-transfer/ /~ravi/unpublished-manuscripts/integrating-human-instructions-and-reinforcement-learners-_-an-srl-approach/ Sun, 01 Jan 2012 00:00:00 +0000 /~ravi/unpublished-manuscripts/integrating-human-instructions-and-reinforcement-learners-_-an-srl-approach/ /~ravi/unpublished-manuscripts/multiple-epsilon-equitable-partitions---roles-and-positional-analysis-for-real-world-networks/ Sun, 01 Jan 2012 00:00:00 +0000 /~ravi/unpublished-manuscripts/multiple-epsilon-equitable-partitions---roles-and-positional-analysis-for-real-world-networks/ /~ravi/unpublished-manuscripts/why-collective-classification-is-successful_-_-a-homophily-based-analysis-on-network-data/ Sun, 01 Jan 2012 00:00:00 +0000 /~ravi/unpublished-manuscripts/why-collective-classification-is-successful_-_-a-homophily-based-analysis-on-network-data/ /~ravi/unpublished-manuscripts/beyond-rewards_-learning-with-richer-supervision/ Sat, 01 Jan 2011 00:00:00 +0000 /~ravi/unpublished-manuscripts/beyond-rewards_-learning-with-richer-supervision/ /~ravi/unpublished-manuscripts/collective-learning-of-the-community-effect-on-chrun/ Sat, 01 Jan 2011 00:00:00 +0000 /~ravi/unpublished-manuscripts/collective-learning-of-the-community-effect-on-chrun/ /~ravi/unpublished-manuscripts/personalized-intelligent-tutoring-system-using-reinforcement-learning/ Thu, 01 Jan 2009 00:00:00 +0000 /~ravi/unpublished-manuscripts/personalized-intelligent-tutoring-system-using-reinforcement-learning/ /~ravi/unpublished-manuscripts/the-role-of-basal-ganglia-in-performing-simple-reaching-movements_-a-computational-model/ Thu, 01 Jan 2009 00:00:00 +0000 /~ravi/unpublished-manuscripts/the-role-of-basal-ganglia-in-performing-simple-reaching-movements_-a-computational-model/ /~ravi/unpublished-manuscripts/detection-of-keratoconus-by-semi-supervised-learning/ Tue, 01 Jan 2008 00:00:00 +0000 /~ravi/unpublished-manuscripts/detection-of-keratoconus-by-semi-supervised-learning/ /~ravi/unpublished-manuscripts/transfer-learning-with-differently-abled-robots/ Tue, 01 Jan 2008 00:00:00 +0000 /~ravi/unpublished-manuscripts/transfer-learning-with-differently-abled-robots/ /~ravi/unpublished-manuscripts/document-clustering-using-lexical-chains/ Mon, 01 Jan 2007 00:00:00 +0000 /~ravi/unpublished-manuscripts/document-clustering-using-lexical-chains/ /~ravi/unpublished-manuscripts/part-of-speech-tagging-and-chunking-with-hmm-and-crf/ Sun, 01 Jan 2006 00:00:00 +0000 /~ravi/unpublished-manuscripts/part-of-speech-tagging-and-chunking-with-hmm-and-crf/ /~ravi/unpublished-manuscripts/a-review-of-automatic-summarization/ Sat, 01 Jan 2005 00:00:00 +0000 /~ravi/unpublished-manuscripts/a-review-of-automatic-summarization/ /~ravi/unpublished-manuscripts/learn-to-teach-autistic-children/ Sat, 01 Jan 2005 00:00:00 +0000 /~ravi/unpublished-manuscripts/learn-to-teach-autistic-children/