Ghai, Udaya

14 publications

ICLR 2025 How Does Critical Batch Size Scale in Pre-Training? Hanlin Zhang, Depen Morwani, Nikhil Vyas, Jingfeng Wu, Difan Zou, Udaya Ghai, Dean Foster, Sham M. Kakade

ICLR 2025 Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models Yuda Song, Hanlin Zhang, Carson Eisenach, Sham M. Kakade, Dean Foster, Udaya Ghai

ICML 2025 Sample-Optimal Agnostic Boosting with Unlabeled Data Udaya Ghai, Karan Singh

NeurIPSW 2024 How Does Critical Batch Size Scale in Pre-Training? Hanlin Zhang, Depen Morwani, Nikhil Vyas, Jingfeng Wu, Difan Zou, Udaya Ghai, Dean Foster, Sham M. Kakade

NeurIPSW 2024 Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models Yuda Song, Hanlin Zhang, Carson Eisenach, Sham M. Kakade, Dean Foster, Udaya Ghai

NeurIPS 2024 Sample-Efficient Agnostic Boosting Udaya Ghai, Karan Singh

NeurIPS 2023 Online Nonstochastic Model-Free Reinforcement Learning Udaya Ghai, Arushi Gupta, Wenhan Xia, Karan Singh, Elad Hazan

ICML 2022 A Regret Minimization Approach to Multi-Agent Control Udaya Ghai, Udari Madhushani, Naomi Leonard, Elad Hazan

ICLRW 2022 A Regret Minimization Approach to Multi-Agent Control Udaya Ghai, Udari Madhushani, Naomi Leonard, Elad Hazan

NeurIPS 2022 Non-Convex Online Learning via Algorithmic Equivalence Udaya Ghai, Zhou Lu, Elad Hazan

L4DC 2022 Robust Online Control with Model Misspecification Udaya Ghai, Xinyi Chen, Elad Hazan, Alexandre Megretski

L4DC 2021 Generating Adversarial Disturbances for Controller Verification Udaya Ghai, David Snyder, Anirudha Majumdar, Elad Hazan

ALT 2020 Exponentiated Gradient Meets Gradient Descent Udaya Ghai, Elad Hazan, Yoram Singer

COLT 2020 No-Regret Prediction in Marginally Stable Systems Udaya Ghai, Holden Lee, Karan Singh, Cyril Zhang, Yi Zhang