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Lingxiao Wang

University of Virginia

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Publication

Featured researches published by Lingxiao Wang.

arXiv: Machine Learning | 2017

A Unified Framework for Low-Rank plus Sparse Matrix Recovery.

Xiao Zhang; Lingxiao Wang; Quanquan Gu

arXiv: Machine Learning | 2017

A Universal Variance Reduction-Based Catalyst for Nonconvex Low-Rank Matrix Recovery

Lingxiao Wang; Xiao Zhang; Quanquan Gu

arXiv: Machine Learning | 2017

Stochastic Variance-reduced Gradient Descent for Low-rank Matrix Recovery from Linear Measurements

Xiao Zhang; Lingxiao Wang; Quanquan Gu

Archive | 2017

A Nonconvex Free Lunch for Low-Rank plus Sparse Matrix Recovery

Xiao Zhang; Lingxiao Wang; Quanquan Gu

international conference on machine learning | 2017

Robust Gaussian Graphical Model Estimation with Arbitrary Corruption.

Lingxiao Wang; Quanquan Gu

arXiv: Machine Learning | 2017

Robust Wirtinger Flow for Phase Retrieval with Arbitrary Corruption.

Jinghui Chen; Lingxiao Wang; Xiao Zhang; Quanquan Gu

international conference on machine learning | 2018

Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization.

Jinghui Chen; Pan Xu; Lingxiao Wang; Jian Ma; Quanquan Gu

international conference on machine learning | 2018

Better and Faster: Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization

Jinghui Chen; Pan Xu; Lingxiao Wang; Jian Ma; Quanquan Gu

international conference on machine learning | 2018

A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery

Xiao Zhang; Lingxiao Wang; Yaodong Yu; Quanquan Gu

international conference on artificial intelligence and statistics | 2018

A Unified Framework for Nonconvex Low-Rank plus Sparse Matrix Recovery.

Xiao Zhang; Lingxiao Wang; Quanquan Gu

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Collaboration

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Quanquan Gu

University of Virginia

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Xiao Zhang

University of Virginia

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Jinghui Chen

University of Virginia

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Jian Ma

Carnegie Mellon University

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Pan Xu

University of Virginia

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Yaodong Yu

University of Virginia

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