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  • Optimization

Optimization

Quantifying the maximum possible improvement in $2^{k}$ experiments

Publications

Abstract This research formulates, and numerically quantifies the optimal response that can be discovered in a design space characterized by main effects, and two-way and three-way interactions. In an experimental design …

Tags: Optimization

Fixed-Time Dynamical System Approach for Solving Time-Varying Convex Optimization Problems

Publications

Tags: Optimization

Improving Sample Efficiency in Evolutionary RL using Off-policy Ranking

Blogs

--Dr. Gugan Thoppe-- Reinforcement learning is a type of machine learning technique where the agent learns from the interactive environment by trial and error and has applications in sectors such as self-driving cars, …

Tags: Reinforcement Learning, Augmented Random Search, Optimization

Sridharakumar Narasimhan

Faculty-and-Management

Dr. Sridharakumar Narasimhan received his M.Tech (Integrated course) degree in Chemical Engineering from IIT Bombay in 1998. Subsequently, he worked for 2 years as a process engineer in the mineral process group of the …

Tags: Fault Diagnosis, Process Control, Optimization, System Identification, Systems biology

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Founded in 2024, the School brings together several faculty with expertise in various areas of Data Science and AI, to work together on impactful problems of direct relevance to the society.

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044 2257 8980
office@dsai.iitm.ac.in
6th Floor, New Academic Complex 2,
Indian Institute of Technology Madras,
Chennai-600036, India

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