Ramesh, Shyam Sundhar

4 publications

NeurIPSW 2024 Group Robust Best-of-K Decoding of Language Models for Pluralistic Alignment Sangwoong Yoon, William Bankes, Seongho Son, Anja Petrovic, Shyam Sundhar Ramesh, Xiaohang Tang, Ilija Bogunovic

NeurIPS 2024 Group Robust Preference Optimization in Reward-Free RLHF Shyam Sundhar Ramesh, Yifan Hu, Iason Chaimalas, Viraj Mehta, Pier Giuseppe Sessa, Haitham Bou Ammar, Ilija Bogunovic

NeurIPSW 2023 Distributionally Robust Model-Based Reinforcement Learning with Large State Spaces Shyam Sundhar Ramesh, Pier Giuseppe Sessa, Yifan Hu, Andreas Krause, Ilija Bogunovic

NeurIPS 2022 Movement Penalized Bayesian Optimization with Application to Wind Energy Systems Shyam Sundhar Ramesh, Pier Giuseppe Sessa, Andreas Krause, Ilija Bogunovic