Paula Gradu
Paula Gradu
PhD student, UC Berkeley
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Cited by
Adaptive regret for control of time-varying dynamics
P Gradu, E Hazan, E Minasyan
Learning for Dynamics and Control Conference, 560-572, 2023
Online control of unknown time-varying dynamical systems
E Minasyan, P Gradu, M Simchowitz, E Hazan
Advances in Neural Information Processing Systems 34, 15934-15945, 2021
Non-stochastic control with bandit feedback
P Gradu, J Hallman, E Hazan
Advances in Neural Information Processing Systems 33, 10764-10774, 2020
Lyapunov density models: Constraining distribution shift in learning-based control
K Kang, P Gradu, JJ Choi, M Janner, C Tomlin, S Levine
International Conference on Machine Learning, 10708-10733, 2022
Projection-free adaptive regret with membership oracles
Z Lu, N Brukhim, P Gradu, E Hazan
International Conference on Algorithmic Learning Theory, 1055-1073, 2023
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
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, ...
arXiv preprint arXiv:2102.09968, 2021
Clip-ogd: An experimental design for adaptive neyman allocation in sequential experiments
J Dai, P Gradu, C Harshaw
Advances in Neural Information Processing Systems 36, 32235-32269, 2023
Valid inference after causal discovery
P Gradu, T Zrnic, Y Wang, MI Jordan
arXiv preprint arXiv:2208.05949, 2022
Online Control for Adaptive Tapering of Medications
P Gradu, B Recht
2023 62nd IEEE Conference on Decision and Control (CDC), 4067-4074, 2023
Online Control of Linear Time-Varying Dynamical Systems
P Gradu
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