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Udaya Ghai
Udaya Ghai
Amazon, NYC
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Title
Cited by
Cited by
Year
Exponentiated gradient meets gradient descent
U Ghai, E Hazan, Y Singer
Algorithmic Learning Theory 117, 386-407, 2020
412020
No-regret prediction in marginally stable systems
U Ghai, H Lee, K Singh, C Zhang, Y Zhang
Conference on Learning Theory, 1714-1757, 2020
202020
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, ...
112020
Non-convex online learning via algorithmic equivalence
U Ghai, Z Lu, E Hazan
Advances in Neural Information Processing Systems 35, 22161--22172, 2022
92022
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
92021
Generating adversarial disturbances for controller verification
U Ghai, D Snyder, A Majumdar, E Hazan
Learning for Dynamics and Control, 1192-1204, 2021
82021
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
52022
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
Online nonstochastic model-free reinforcement learning
U Ghai, A Gupta, W Xia, K Singh, E Hazan
Advances in Neural Information Processing Systems 36, 2024
22024
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Articles 1–9