Zhaoran Wang
Zhaoran Wang
Assistant Professor at Northwestern University
Verified email at northwestern.edu - Homepage
Cited by
Cited by
Optimal Computational and Statistical Rates of Convergence for Sparse Nonconvex Learning Problems
Z Wang, H Liu, T Zhang
Annals of Statistics 42 (6), 2164, 2014
Nonconvex Low Rank Matrix Factorization via Inexact First Order Oracle
T Zhao, Z Wang, H Liu
Advances in Neural Information Processing Systems, 2015
A Strictly Contractive Peaceman--Rachford Splitting Method for Convex Programming
B He, H Liu, Z Wang, X Yuan
SIAM Journal on Optimization 24 (3), 1011-1040, 2014
High Dimensional Expectation-Maximization Algorithm: Statistical Optimization and Asymptotic Normality
Z Wang, Q Gu, Y Ning, H Liu
arXiv preprint arXiv:1412.8729, 2014
Nonconvex Statistical Optimization: Minimax-Optimal Sparse PCA in Polynomial Time
Z Wang, H Lu, H Liu
arXiv preprint arXiv:1408.5352, 2014
Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization
X Li, J Lu, R Arora, J Haupt, H Liu, Z Wang, T Zhao
arXiv preprint arXiv:1612.09296, 2016
Low-rank and Sparse Structure Pursuit via Alternating Minimization
Q Gu, Z Wang, H Liu
Artificial Intelligence and Statistics, 600-609, 2016
A Theoretical Analysis of Deep Q-Learning
Z Yang, Y Xie, Z Wang
arXiv preprint arXiv:1901.00137, 2019
Multi-agent reinforcement learning via double averaging primal-dual optimization
HT Wai, Z Yang, Z Wang, M Hong
Advances in Neural Information Processing Systems, 9672-9683, 2018
Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference under Nonconvexity
Z Yang, Z Wang, H Liu, YC Eldar, T Zhang
arXiv preprint arXiv:1511.04514, 2015
Provably Efficient Reinforcement Learning with Linear Function Approximation
C Jin, Z Yang, Z Wang, MI Jordan
arXiv preprint arXiv:1907.05388, 2019
NESTT: A nonconvex primal-dual splitting method for distributed and stochastic optimization
D Hajinezhad, M Hong, T Zhao, Z Wang
Advances in Neural Information Processing Systems, 3215-3223, 2016
Optimal Linear Estimation under Unknown Nonlinear Transform
X Yi, Z Wang, C Caramanis, H Liu
Advances in Neural Information Processing Systems, 1549-1557, 2015
On Tighter Generalization Bound for Deep Neural Networks: CNNs, ResNets, and Beyond
X Li, J Lu, Z Wang, J Haupt, T Zhao
arXiv preprint arXiv:1806.05159, 2018
A Truth Discovery Approach with Theoretical Guarantee
H Xiao, J Gao, Z Wang, S Wang, L Su, H Liu
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Sparse Principal Component Analysis for High Dimensional Multivariate Time Series
Z Wang, F Han, H Liu
Artificial Intelligence and Statistics, 48-56, 2013
Sparse Generalized Eigenvalue Problem: Optimal Statistical Rates via Truncated Rayleigh Flow
KM Tan, Z Wang, H Liu, T Zhang
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2018
Sparse PCA with Oracle Property
Q Gu, Z Wang, H Liu
Advances in Neural Information Processing Systems, 1529-1537, 2014
Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy
B Liu, Q Cai, Z Yang, Z Wang
arXiv preprint arXiv:1906.10306, 2019
Neural Temporal-Difference and Q-Learning Provably Converge to Global Optima
Q Cai, Z Yang, JD Lee, Z Wang
arXiv preprint arXiv:1905.10027, 2019
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