Paula Gradu

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 17

Top Topics

Dynamical Systems

Causal Discovery

Machine Learning

Top Venues

Publications

Paula Gradu, Benjamin Recht
Online Control for Adaptive Tapering of Medications. CDC (2023)
Paula Gradu, Elad Hazan, Edgar Minasyan
Adaptive Regret for Control of Time-Varying Dynamics. L4DC (2023)
Zhou Lu, Nataly Brukhim, Paula Gradu, Elad Hazan
Projection-free Adaptive Regret with Membership Oracles. ALT (2023)
Jessica Dai, Paula Gradu, Christopher Harshaw
CLIP-OGD: An Experimental Design for Adaptive Neyman Allocation in Sequential Experiments. NeurIPS (2023)
Jessica Dai, Paula Gradu, Christopher Harshaw
Clip-OGD: An Experimental Design for Adaptive Neyman Allocation in Sequential Experiments. CoRR (2023)
Edgar Minasyan, Paula Gradu, Max Simchowitz, Elad Hazan
Online Control of Unknown Time-Varying Dynamical Systems. CoRR (2022)
Zhou Lu, Nataly Brukhim, Paula Gradu, Elad Hazan
Projection-free Adaptive Regret with Membership Oracles. CoRR (2022)
Paula Gradu, Tijana Zrnic, Yixin Wang, Michael I. Jordan
Valid Inference after Causal Discovery. CoRR (2022)
Katie Kang, Paula Gradu, Jason J. Choi, Michael Janner, Claire J. Tomlin, Sergey Levine
Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control. CoRR (2022)
Katie Kang, Paula Gradu, Jason J. Choi, Michael Janner, Claire J. Tomlin, Sergey Levine
Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control. ICML (2022)
Edgar Minasyan, Paula Gradu, Max Simchowitz, Elad Hazan
Online Control of Unknown Time-Varying Dynamical Systems. NeurIPS (2021)
Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel Cohen, Elad Hazan
Machine Learning for Mechanical Ventilation Control. CoRR (2021)
Paula Gradu, John Hallman, Daniel Suo, Alex Yu, Naman Agarwal, Udaya Ghai, Karan Singh, Cyril Zhang, Anirudha Majumdar, Elad Hazan
Deluca - A Differentiable Control Library: Environments, Methods, and Benchmarking. CoRR (2021)
Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel Cohen, Elad Hazan
Machine Learning for Mechanical Ventilation Control (Extended Abstract). CoRR (2021)
Paula Gradu, John Hallman, Elad Hazan
Non-Stochastic Control with Bandit Feedback. NeurIPS (2020)
Paula Gradu, John Hallman, Elad Hazan
Non-Stochastic Control with Bandit Feedback. CoRR (2020)
Paula Gradu, Elad Hazan, Edgar Minasyan
Adaptive Regret for Control of Time-Varying Dynamics. CoRR (2020)