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Rapid Assessments of Light-Duty Gasoline Vehicle Emissions Using On-Road Remote Sensing and Machine Learning

Oct 01, 2021
Yan Xia, Linhui Jiang, Lu Wang, Xue Chen, Jianjie Ye, Tangyan Hou, Liqiang Wang, Yibo Zhang, Mengying Li, Zhen Li, Zhe Song, Yaping Jiang, Weiping Liu, Pengfei Li, Daniel Rosenfeld, John H. Seinfeld, Shaocai Yu

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Query Complexity of Least Absolute Deviation Regression via Robust Uniform Convergence

Feb 03, 2021
Xue Chen, Michał Dereziński

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Estimating Principal Components under Adversarial Perturbations

Jun 02, 2020
Pranjal Awasthi, Xue Chen, Aravindan Vijayaraghavan

* It is to appear at COLT 2020 

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Adversarially Robust Low Dimensional Representations

Nov 29, 2019
Pranjal Awasthi, Vaggos Chatziafratis, Xue Chen, Aravindan Vijayaraghavan

* 68 pages including references 

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Active Regression via Linear-Sample Sparsification

Apr 11, 2018
Xue Chen, Eric Price

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