Xiao Zhang
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Learning one-hidden-layer relu networks via gradient descent
X Zhang, Y Yu, L Wang, Q Gu
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2019
822019
A unified computational and statistical framework for nonconvex low-rank matrix estimation
L Wang, X Zhang, Q Gu
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2017
612017
A unified framework for nonconvex low-rank plus sparse matrix recovery
X Zhang, LW Wang, Q Gu
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2018
39*2018
A primal-dual analysis of global optimality in nonconvex low-rank matrix recovery
X Zhang, L Wang, Y Yu, Q Gu
International Conference on Machine Learning (ICML), 2018, 2018
272018
A unified variance reduction-based framework for nonconvex low-rank matrix recovery
L Wang, X Zhang, Q Gu
International Conference on Machine Learning (ICML), 2017, 2017
23*2017
Robust wirtinger flow for phase retrieval with arbitrary corruption
J Chen, L Wang, X Zhang, Q Gu
arXiv preprint arXiv:1704.06256, 2017
192017
Fast and sample efficient inductive matrix completion via multi-phase procrustes flow
X Zhang, SS Du, Q Gu
International Conference on Machine Learning (ICML), 2018, 2018
162018
Empirically measuring concentration: Fundamental limits on intrinsic robustness
S Mahloujifar, X Zhang, M Mahmoody, D Evans
NeurIPS 2019, 2019
112019
Cost-Sensitive Robustness against Adversarial Examples
X Zhang, D Evans
International Conference on Learning Representations (ICLR), 2019, 2019
112019
Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization
S Zhu, X Zhang, D Evans
International Conference on Machine Learning (ICML), 2020, 2020
72020
Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models
X Zhang, J Chen, Q Gu, D Evans
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020
62020
Improved Estimation of Concentration under Lp-norm Distance Metrics using Half Spaces
JB Prescott, X Zhang, D Evans
International Conference on Learning Representations (ICLR) 2021, 2021
12021
Incorporating Label Uncertainty in Understanding Adversarial Robustness
X Zhang, D Evans
arXiv preprint arXiv:2107.03250, 2021
2021
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Artikelen 1–13