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Yuchen Zhang

University of California, Berkeley

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Publication

Featured researches published by Yuchen Zhang.

Journal of Machine Learning Research | 2016

Spectral methods meet EM: a provably optimal algorithm for crowdsourcing

Yuchen Zhang; Xi Chen; Dengyong Zhou; Michael I. Jordan

Journal of Machine Learning Research | 2013

Communication-efficient algorithms for statistical optimization

Yuchen Zhang; John C. Duchi; Martin J. Wainwright

neural information processing systems | 2013

Information-theoretic lower bounds for distributed statistical estimation with communication constraints

Yuchen Zhang; John C. Duchi; Michael I. Jordan; Martin J. Wainwright

conference on learning theory | 2013

Divide and Conquer Kernel Ridge Regression

Yuchen Zhang; John C. Duchi; Martin J. Wainwright

Journal of Machine Learning Research | 2015

Divide and conquer kernel ridge regression: a distributed algorithm with minimax optimal rates

Yuchen Zhang; John C. Duchi; Martin J. Wainwright

conference on learning theory | 2014

Lower bounds on the performance of polynomial-time algorithms for sparse linear regression

Yuchen Zhang; Martin J. Wainwright; Michael I. Jordan

international conference on machine learning | 2016

l 1 -regularized neural networks are improperly learnable in polynomial time

Yuchen Zhang; Jason D. Lee; Michael I. Jordan

international conference on machine learning | 2015

DiSCO: Distributed Optimization for Self-Concordant Empirical Loss

Yuchen Zhang; Xiao Lin

neural information processing systems | 2014

Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing

Yuchen Zhang; Xi Chen; Dengyong Zhou; Michael I. Jordan

international conference on machine learning | 2015

Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization

Yuchen Zhang; Xiao Lin

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Collaboration

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Martin J. Wainwright

University of California

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Michael I. Jordan

University of California

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John C. Duchi

Stanford University

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Xi Chen

Columbia University

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Jason D. Lee

University of Southern California

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Percy Liang

Stanford University

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Adityanand Guntuboyina

University of California

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Dengyong Zhou

Microsoft

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Xiao Lin

Microsoft

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Chi Jin

University of California

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