Search Machine Learning Repository:
All publications by Yuchen Zhang
authors venues years



Distributed Estimation of Generalized Matrix Rank: Efficient Algorithms and Lower Bounds
Yuchen Zhang, Martin Wainwright and Michael Jordan
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


DiSCO: Distributed Optimization for Self-Concordant Empirical Loss
Yuchen Zhang and Xiao Lin
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization
Yuchen Zhang and Xiao Lin
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing
Yuchen Zhang, Xi Chen, Dengyong Zhou and Michael I. Jordan
Advances in Neural Information Processing Systems 27, 2014


Information-theoretic lower bounds for distributed statistical estimation with communication constraints
Yuchen Zhang, John Duchi, Michael Jordan and Martin J. Wainwright
Advances in Neural Information Processing Systems 26, 2013


Communication-Efficient Algorithms for Statistical Optimization
Yuchen Zhang, Martin J. Wainwright and John C. Duchi
Advances in Neural Information Processing Systems 25, 2012