Sudeep Salgia

Background

About Sudeep Salgia

I am looking for full-time opportunities as a Research Scientist. My research focuses on practical, resource-aware machine learning and decision-making arising in several fields including Reinforcement Learning, Large-Scale Stochastic Optimization, Federated Learning, and Differential Privacy. I am currently working on Multi-task RLHF for fine-tuning LLMs and on developing fair and personalized policies for multi-agent RL.Some key highlights- My recent paper on Federated Q-learning was accepted as an oral presentation at NeurIPS 2024- My work on Bayesian Optimization published in ICML 2023, resolves an open COLT problem- I have 15 publications in top conferences and journals like ICML, NeurIPS, Transaction on Signal Processing- Institute Silver Medalist at IIT BombayWebsite: https://sudeepsalgia.github.io/Google Scholar: & hl