Chaudhary, Sapana

7 publications

ICLR 2025 AgentOccam: A Simple yet Strong Baseline for LLM-Based Web Agents Ke Yang, Yao Liu, Sapana Chaudhary, Rasool Fakoor, Pratik Chaudhari, George Karypis, Huzefa Rangwala

TMLR 2025 Offline Learning and Forgetting for Reasoning with Large Language Models Tianwei Ni, Allen Nie, Sapana Chaudhary, Yao Liu, Huzefa Rangwala, Rasool Fakoor

NeurIPS 2024 Risk-Averse Fine-Tuning of Large Language Models Sapana Chaudhary, Ujwal Dinesha, Dileep Kalathil, Srinivas Shakkottai

TMLR 2023 Dynamic Regret Analysis of Safe Distributed Online Optimization for Convex and Non-Convex Problems Ting-Jui Chang, Sapana Chaudhary, Dileep Kalathil, Shahin Shahrampour

IJCAI 2023 On Adaptivity and Safety in Sequential Decision Making Sapana Chaudhary

NeurIPS 2022 Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments Desik Rengarajan, Sapana Chaudhary, Jaewon Kim, Dileep Kalathil, Srinivas Shakkottai

AAAI 2022 Safe Online Convex Optimization with Unknown Linear Safety Constraints Sapana Chaudhary, Dileep M. Kalathil