Paula Gradu

Decision Sciences · Social Sciences

4h-index57citations15works1.52yr avg
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Research Topics

Advanced Bandit Algorithms Research(5), Respiratory Support and Mechanisms(3), Reinforcement Learning in Robotics(3), Advanced Control Systems Optimization(2), Receptor Mechanisms and Signaling(2)

Publications15 total

From Individual Experience to Collective Evidence: A Reporting-Based Framework for Identifying Systemic Harms
arXiv (Cornell University)·2025Open Access
Valid Inference After Causal Discovery
Journal of the American Statistical Association·2024· 3 cited
Online Control for Adaptive Tapering of Medications
2023· 1 cited
Online Control for Adaptive Tapering of Medications
arXiv (Cornell University)·2023Open Access
Clip-OGD: An Experimental Design for Adaptive Neyman Allocation in Sequential Experiments
arXiv (Cornell University)·2023· 4 citedOpen Access
Projection-free Adaptive Regret with Membership Oracles
arXiv (Cornell University)·2022· 2 citedOpen Access
Valid Inference After Causal Discovery
arXiv (Cornell University)·2022· 2 citedOpen Access
Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control
arXiv (Cornell University)·2022· 5 citedOpen Access
Online Control of Unknown Time-Varying Dynamical Systems
arXiv (Cornell University)·2022· 1 citedOpen Access
Machine Learning for Mechanical Ventilation Control (Extended Abstract)
arXiv (Cornell University)·2021Open Access
Machine Learning for Mechanical Ventilation Control
2021· 12 citedOpen Access
Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking
arXiv (Cornell University)·2021· 5 citedOpen Access
Machine Learning for Mechanical Ventilation Control
arXiv (Cornell University)·2021· 4 citedOpen Access
Non-Stochastic Control with Bandit Feedback
arXiv (Cornell University)·2020· 4 citedOpen Access
Adaptive Regret for Control of Time-Varying Dynamics
arXiv (Cornell University)·2020· 14 citedOpen Access

Frequent Co-authors

Elad Hazan(8), Edgar Minasyan(5), Daniel Suo(4), Cyril Zhang(4), Udaya Ghai(4), Naman Agarwal(4), Xinyi Chen(3), Karan Singh(3), Julienne LaChance(3), Tom J. Zajdel(3), Manuel Schottdorf(3), Daniel J. Cohen(3), Benjamin Recht(3), John Hallman(2), Alexander Yu(2), Jessica Dai(2), Tijana Zrnic(2), Zhaoran Wang(2), Michael I. Jordan(2), Karan Singh(1)