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Xinyi Chen

Princeton University

Machine Learning for Mechanical Ventilation Control

Feb 20, 2021
Daniel Suo, Udaya Ghai, Edgar Minasyan, Paula Gradu, Xinyi Chen, Naman Agarwal, Cyril Zhang, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel Cohen, Elad Hazan


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FUEL: Fast UAV Exploration using Incremental Frontier Structure and Hierarchical Planning

Oct 22, 2020
Boyu Zhou, Yichen Zhang, Xinyi Chen, Shaojie Shen

* Video: https://www.youtube.com/watch?v=_dGgZUrWk-8; Demo: https://github.com/HKUST-Aerial-Robotics/FUEL 
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Black-Box Control for Linear Dynamical Systems

Jul 13, 2020
Xinyi Chen, Elad Hazan


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Online Agnostic Boosting via Regret Minimization

Mar 02, 2020
Nataly Brukhim, Xinyi Chen, Elad Hazan, Shay Moran


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Calibration, Entropy Rates, and Memory in Language Models

Jun 11, 2019
Mark Braverman, Xinyi Chen, Sham M. Kakade, Karthik Narasimhan, Cyril Zhang, Yi Zhang


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Extreme Tensoring for Low-Memory Preconditioning

Feb 12, 2019
Xinyi Chen, Naman Agarwal, Elad Hazan, Cyril Zhang, Yi Zhang


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Online Learning of Quantum States

Oct 01, 2018
Scott Aaronson, Xinyi Chen, Elad Hazan, Satyen Kale, Ashwin Nayak

* 17 pages 
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The Case for Full-Matrix Adaptive Regularization

Jun 08, 2018
Naman Agarwal, Brian Bullins, Xinyi Chen, Elad Hazan, Karan Singh, Cyril Zhang, Yi Zhang


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