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Udaya Ghai
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2020 – today
- 2024
- [i13]Carson Eisenach, Udaya Ghai, Dhruv Madeka, Kari Torkkola, Dean P. Foster, Sham M. Kakade:
Neural Coordination and Capacity Control for Inventory Management. CoRR abs/2410.02817 (2024) - [i12]Hanlin Zhang, Depen Morwani, Nikhil Vyas, Jingfeng Wu, Difan Zou, Udaya Ghai, Dean P. Foster, Sham M. Kakade:
How Does Critical Batch Size Scale in Pre-training? CoRR abs/2410.21676 (2024) - [i11]Udaya Ghai, Karan Singh:
Sample-Efficient Agnostic Boosting. CoRR abs/2410.23632 (2024) - 2023
- [c7]Udaya Ghai, Arushi Gupta, Wenhan Xia, Karan Singh, Elad Hazan:
Online Nonstochastic Model-Free Reinforcement Learning. NeurIPS 2023 - [i10]Udaya Ghai, Arushi Gupta, Wenhan Xia, Karan Singh, Elad Hazan:
Online Nonstochastic Model-Free Reinforcement Learning. CoRR abs/2305.17552 (2023) - 2022
- [c6]Udaya Ghai, Udari Madhushani, Naomi Ehrich Leonard, Elad Hazan:
A Regret Minimization Approach to Multi-Agent Control. ICML 2022: 7422-7434 - [c5]Udaya Ghai, Xinyi Chen, Elad Hazan, Alexandre Megretski:
Robust Online Control with Model Misspecification. L4DC 2022: 1163-1175 - [c4]Udaya Ghai, Zhou Lu, Elad Hazan:
Non-convex online learning via algorithmic equivalence. NeurIPS 2022 - [i9]Udaya Ghai, Udari Madhushani, Naomi Ehrich Leonard, Elad Hazan:
A Regret Minimization Approach to Multi-Agent Contro. CoRR abs/2201.13288 (2022) - [i8]Udaya Ghai, Zhou Lu, Elad Hazan:
Non-convex online learning via algorithmic equivalence. CoRR abs/2205.15235 (2022) - 2021
- [c3]Udaya Ghai, David Snyder, Anirudha Majumdar, Elad Hazan:
Generating Adversarial Disturbances for Controller Verification. L4DC 2021: 1192-1204 - [i7]Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel J. Cohen, Elad Hazan:
Machine Learning for Mechanical Ventilation Control. CoRR abs/2102.06779 (2021) - [i6]Paula Gradu, John Hallman, Daniel Suo, Alex Yu, Naman Agarwal, Udaya Ghai, Karan Singh, Cyril Zhang, Anirudha Majumdar, Elad Hazan:
Deluca - A Differentiable Control Library: Environments, Methods, and Benchmarking. CoRR abs/2102.09968 (2021) - [i5]Xinyi Chen, Udaya Ghai, Elad Hazan, Alexandre Megretski:
Robust Online Control with Model Misspecification. CoRR abs/2107.07732 (2021) - [i4]Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel J. Cohen, Elad Hazan:
Machine Learning for Mechanical Ventilation Control (Extended Abstract). CoRR abs/2111.10434 (2021) - 2020
- [c2]Udaya Ghai, Elad Hazan, Yoram Singer:
Exponentiated Gradient Meets Gradient Descent. ALT 2020: 386-407 - [c1]Udaya Ghai, Holden Lee, Karan Singh, Cyril Zhang, Yi Zhang:
No-Regret Prediction in Marginally Stable Systems. COLT 2020: 1714-1757 - [i3]Udaya Ghai, Holden Lee, Karan Singh, Cyril Zhang, Yi Zhang:
No-Regret Prediction in Marginally Stable Systems. CoRR abs/2002.02064 (2020) - [i2]Udaya Ghai, David Snyder, Anirudha Majumdar, Elad Hazan:
Generating Adversarial Disturbances for Controller Verification. CoRR abs/2012.06695 (2020)
2010 – 2019
- 2019
- [i1]Udaya Ghai, Elad Hazan, Yoram Singer:
Exponentiated Gradient Meets Gradient Descent. CoRR abs/1902.01903 (2019)
Coauthor Index
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