Paula Gradu

According to our database, Paula Gradu authored at least 11 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

CLIP-OGD: An Experimental Design for Adaptive Neyman Allocation in Sequential Experiments.

Jessica Dai, Paula Gradu, Christopher Harshaw

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Adaptive Regret for Control of Time-Varying Dynamics.

Paula Gradu, Elad Hazan, Edgar Minasyan

Proceedings of the Learning for Dynamics and Control Conference, 2023

Online Control for Adaptive Tapering of Medications.

Paula Gradu, Benjamin Recht

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Projection-free Adaptive Regret with Membership Oracles.

Zhou Lu, Nataly Brukhim, Paula Gradu, Elad Hazan

Proceedings of the International Conference on Algorithmic Learning Theory, 2023

2022

Valid Inference after Causal Discovery.

Paula Gradu, Tijana Zrnic, Yixin Wang, Michael I. Jordan

CoRR, 2022

Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control.

Katie Kang, Paula Gradu, Jason J. Choi, Michael Janner, Claire J. Tomlin, Sergey Levine

Proceedings of the International Conference on Machine Learning, 2022

2021

Machine Learning for Mechanical Ventilation Control (Extended Abstract).

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

CoRR, 2021

Deluca - A Differentiable Control Library: Environments, Methods, and Benchmarking.

Paula Gradu, John Hallman, Daniel Suo, Alex Yu, Naman Agarwal, Udaya Ghai, Karan Singh, Cyril Zhang, Anirudha Majumdar, Elad Hazan

CoRR, 2021

Machine Learning for Mechanical Ventilation Control.

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

CoRR, 2021

Online Control of Unknown Time-Varying Dynamical Systems.

Edgar Minasyan, Paula Gradu, Max Simchowitz, Elad Hazan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Non-Stochastic Control with Bandit Feedback.

Paula Gradu, John Hallman, Elad Hazan

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020