Adaptive regret for control of time-varying dynamics P Gradu, E Hazan, E Minasyan Learning for Dynamics and Control Conference, 560-572, 2023 | 62 | 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 | 33 | 2021 |
Non-stochastic control with bandit feedback P Gradu, J Hallman, E Hazan Advances in Neural Information Processing Systems 33, 10764-10774, 2020 | 31 | 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 | 22 | 2022 |
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 | 17 | 2023 |
Projection-free adaptive regret with membership oracles Z Lu, N Brukhim, P Gradu, E Hazan International Conference on Algorithmic Learning Theory, 1055-1073, 2023 | 15 | 2023 |
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 | 15 | 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 | 14 | 2021 |
Valid inference after causal discovery P Gradu, T Zrnic, Y Wang, MI Jordan Journal of the American Statistical Association, 1-21, 2024 | 10 | 2024 |
Online Control for Adaptive Tapering of Medications P Gradu, B Recht 2023 62nd IEEE Conference on Decision and Control (CDC), 4067-4074, 2023 | 1 | 2023 |
Online Control of Linear Time-Varying Dynamical Systems P Gradu | | 2021 |