Shyam Sundhar Ramesh

According to our database, Shyam Sundhar Ramesh authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Robust Multi-Objective Controlled Decoding of Large Language Models.

Seongho Son, William Bankes, Sangwoong Yoon, Shyam Sundhar Ramesh, Xiaohang Tang, Ilija Bogunovic

CoRR, March, 2025

Almost Surely Safe Alignment of Large Language Models at Inference-Time.

Xiaotong Ji, Shyam Sundhar Ramesh, Matthieu Zimmer, Ilija Bogunovic, Jun Wang, Haitham Bou-Ammar

CoRR, February, 2025

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Distributionally Robust Model-based Reinforcement Learning with Large State Spaces.

Shyam Sundhar Ramesh, Pier Giuseppe Sessa, Yifan Hu, Andreas Krause, Ilija Bogunovic

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Movement Penalized Bayesian Optimization with Application to Wind Energy Systems.

Shyam Sundhar Ramesh, Pier Giuseppe Sessa, Andreas Krause, Ilija Bogunovic

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022