Tuo Zhao
Title
Cited by
Cited by
Year
Patterns and Rates of Exonic De Novo Mutations in Autism Spectrum Disorders
BM Neale, Y Kou, L Liu, A Ma’Ayan, KE Samocha, A Sabo, CF Lin, ...
Nature 485 (7397), 242-245, 2012
16442012
The Huge Package for High-dimensional Undirected Graph Estimation in R
T Zhao, H Liu, K Roeder, J Lafferty, L Wasserman
Journal of Machine Learning Research 13 (Apr), 1059-1062, 2012
375*2012
A Nonconvex Optimization Framework for Low Rank Matrix Estimation
T Zhao, Z Wang, H Liu
Advances in Neural Information Processing Systems, 559-567, 2015
149*2015
Automated Diagnoses of Attention Deficit Hyperactive Disorder using Magnetic Resonance Imaging
A Eloyan, J Muschelli, MB Nebel, H Liu, F Han, T Zhao, AD Barber, S Joel, ...
Frontiers in Systems Neuroscience 6, 61, 2012
1182012
The Flare Package for High Dimensional Linear Regression and Precision Matrix Estimation in R
X Li, T Zhao, X Yuan, H Liu
Journal of Machine Learning Research 16 (1), 553-557, 2015
84*2015
Nonconvex Sparse Learning via Stochastic Optimization with Progressive Variance Reduction
X Li, R Arora, H Liu, J Haupt, T Zhao
International Conference on Machine Learning, 2016 (arXiv preprint arXiv …, 2016
79*2016
Deep hyperspherical learning
W Liu, YM Zhang, X Li, Z Yu, B Dai, T Zhao, L Song
Advances in neural information processing systems, 3950-3960, 2017
722017
Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization
X Li, Z Wang, J Lu, R Arora, J Haupt, H Liu, T Zhao
IEEE Transactions on Information Theory, 2018 (arXiv preprint arXiv:1612.09296), 2016
68*2016
Accelerated Mini-batch Randomized Block Coordinate Descent Method
T Zhao, M Yu, Y Wang, R Arora, H Liu
Advances in Neural Information Processing Systems, 3329-3337, 2014
632014
Sparse Covariance Matrix Estimation with Eigenvalue Constraints
H Liu, L Wang, T Zhao
Journal of Computational and Graphical Statistics 23 (2), 439-459, 2014
602014
Coda: High Dimensional Copula Discriminant Analysis
F Han, T Zhao, H Liu
Journal of Machine Learning Research 14 (Feb), 629-671, 2013
572013
Calibrated Multivariate Regression with Application to Neural Semantic Basis Discovery.
H Liu, L Wang, T Zhao
Journal of Machine Learning Research (arXiv preprint arXiv:1305.2238) 16 …, 2015
55*2015
Sparse Additive Machine
T Zhao, H Liu
Proceedings of the 15th International Conference on Artificial Intelligence …, 2012
41*2012
Pathwise Coordinate Optimization for Nonconvex Sparse Learning: Algorithm and Theory
T Zhao, H Liu, T Zhang
The Annals of Statistics, 2018 (arXiv preprint arXiv:1412.7477), 2014
39*2014
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 (arXiv preprint arXiv:1605 …, 2016
362016
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
352018
Calibrated Precision Matrix Estimation for High-dimensional Elliptical Distributions
T Zhao, H Liu
IEEE Transactions on Information Theory 60 (12), 7874, 2014
33*2014
Positive Semidefinite Rank-based Correlation Matrix Estimation with Application to Semiparametric Graph Estimation
T Zhao, K Roeder, H Liu
Journal of Computational and Graphical Statistics 23 (4), 895-922, 2014
33*2014
Projected Gradient Method for Kernel Discriminant Nonnegative Matrix Factorization and the Applications
Z Liang, Y Li, T Zhao
Signal Processing 90 (7), 2150-2163, 2010
292010
Misspecified Nonconvex Statistical Optimization for Sparse Phase Retrieval
Z Yang, LF Yang, EX Fang, T Zhao, Z Wang, M Neykov
Mathematical Programming (arXiv preprint arXiv:1712.06245), 1-27, 2019
26*2019
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