Udaya Ghai

201920202021202220233 8 12 35 32

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Elad HazanProfessor at Princeton University and Director Google AI PrincetonVerified email at princeton.edu
Cyril ZhangMicrosoft Research NYCVerified email at microsoft.com
Naman AgarwalSenior Research Scientist, Google AI PrincetonVerified email at google.com
Daniel SuoPrinceton UniversityVerified email at fas.harvard.edu
Xinyi ChenPrinceton University, Google AIVerified email at princeton.edu
Anirudha MajumdarPrinceton UniversityVerified email at princeton.edu
Edgar MinasyanPrinceton UniversityVerified email at princeton.edu
Holden LeeAssistant Professor of Applied Mathematics and Statistics, Johns Hopkins UniversityVerified email at jhu.edu
Yi ZhangSenior Researcher at Microsoft Research RedmondVerified email at microsoft.com
Zhou LuPhD student at PrincetonVerified email at princeton.edu
Naomi LeonardProfessor of Mechanical and Aerospace Engineering, Princeton UniversityVerified email at princeton.edu
Udari MadhushaniGraduate Student, Princeton UniversityVerified email at princeton.edu
Karan SinghCarnegie Mellon UniversityVerified email at cmu.edu

Udaya Ghai

Verified email at cs.princeton.edu


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Exponentiated gradient meets gradient descent U Ghai, E Hazan, Y Singer Algorithmic Learning Theory 117, 386-407, 2020	35	2020
No-regret prediction in marginally stable systems U Ghai, H Lee, K Singh, C Zhang, Y Zhang Conference on Learning Theory, 1714-1757, 2020	18	2020
Deluca–A Differentiable Control Library: Environments, Methods, and Benchmarking P Gradu, J Hallman, D Suo, A Yu, N Agarwal, U Ghai, K Singh, C Zhang, ...	9	2020
Generating adversarial disturbances for controller verification U Ghai, D Snyder, A Majumdar, E Hazan Learning for Dynamics and Control, 1192-1204, 2021	8	2021
Machine learning for mechanical ventilation control D Suo, N Agarwal, W Xia, X Chen, U Ghai, A Yu, P Gradu, K Singh, ... arXiv preprint arXiv:2102.06779, 2021	8	2021
Non-convex online learning via algorithmic equivalence U Ghai, Z Lu, E Hazan Advances in Neural Information Processing Systems 35, 22161--22172, 2022	7	2022
Robust online control with model misspecification U Ghai, X Chen, E Hazan, A Megretski Learning for Dynamics and Control Conference, 1163-1175, 2022	3*	2022
A Regret Minimization Approach to Multi-Agent Control U Ghai, U Madhushani, N Leonard, E Hazan International Conference on Machine Learning 162, 7422--7434, 2022	3	2022
Online Nonstochastic Model-Free Reinforcement Learning U Ghai, A Gupta, W Xia, K Singh, E Hazan arXiv preprint arXiv:2305.17552, 2023		2023

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