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Hongyang Zhang

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Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex

Jun 21, 2018
Hongyang Zhang, Junru Shao, Ruslan Salakhutdinov

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Matrix Completion and Related Problems via Strong Duality

Apr 25, 2018
Maria-Florina Balcan, Yingyu Liang, David P. Woodruff, Hongyang Zhang

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Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations

Mar 19, 2018
Yuanzhi Li, Tengyu Ma, Hongyang Zhang

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Sample and Computationally Efficient Learning Algorithms under S-Concave Distributions

Jan 27, 2018
Maria-Florina Balcan, Hongyang Zhang

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Multi-rank Sparse Hierarchical Clustering

Jul 03, 2017
Hongyang Zhang, Ruben H. Zamar

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Regression Phalanxes

Jul 03, 2017
Hongyang Zhang, William J. Welch, Ruben H. Zamar

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Noise-Tolerant Interactive Learning from Pairwise Comparisons

May 19, 2017
Yichong Xu, Hongyang Zhang, Aarti Singh, Kyle Miller, Artur Dubrawski

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Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling

Dec 01, 2016
Maria-Florina Balcan, Hongyang Zhang

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Completing Low-Rank Matrices with Corrupted Samples from Few Coefficients in General Basis

May 23, 2016
Hongyang Zhang, Zhouchen Lin, Chao Zhang

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Relations among Some Low Rank Subspace Recovery Models

Dec 06, 2014
Hongyang Zhang, Zhouchen Lin, Chao Zhang, Junbin Gao

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