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Xinyi Chen
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A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation


Feb 15, 2023
Jinxia Zhang, Xinyi Chen, Haikun Wei, Kanjian Zhang

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* 12 pages, 7 figures 
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Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions


Feb 07, 2023
Vladimir Feinberg, Xinyi Chen, Y. Jennifer Sun, Rohan Anil, Elad Hazan

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* 22 pages, 6 figures, 7 tables, under review 
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A Nonstochastic Control Approach to Optimization


Jan 19, 2023
Xinyi Chen, Elad Hazan

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$D^2$SLAM: Decentralized and Distributed Collaborative Visual-inertial SLAM System for Aerial Swarm


Nov 04, 2022
Hao Xu, Peize Liu, Xinyi Chen, Shaojie Shen

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Fast 3D Sparse Topological Skeleton Graph Generation for Mobile Robot Global Planning


Aug 08, 2022
Xinyi Chen, Boyu Zhou, Jiarong Lin, Yichen Zhang, Fu Zhang, Shaojie Shen

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Adaptive Online Learning of Quantum States


Jun 01, 2022
Xinyi Chen, Elad Hazan, Tongyang Li, Zhou Lu, Xinzhao Wang, Rui Yang

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Machine Learning for Mechanical Ventilation Control (Extended Abstract)


Nov 23, 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

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* Machine Learning for Health (ML4H) at NeurIPS 2021 - Extended Abstract. arXiv admin note: substantial text overlap with arXiv:2102.06779 
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Provable Regret Bounds for Deep Online Learning and Control


Oct 20, 2021
Xinyi Chen, Edgar Minasyan, Jason D. Lee, Elad Hazan

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