Xiao Zhang

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 18

Top Topics

Fundamental Limits

Variance Reduction

Confidence Weighted

Matrix Completion

Top Venues

Publications

Fnu Suya, Xiao Zhang, Yuan Tian, David Evans
When Can Linear Learners be Robust to Indiscriminate Poisoning Attacks? CoRR (2023)
Sicheng Zhu, Xiao Zhang, David Evans
Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization. ICML (2020)
Xiao Zhang, Jinghui Chen, Quanquan Gu, David Evans
Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models. AISTATS (2020)
Sicheng Zhu, Xiao Zhang, David Evans
Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization. CoRR (2020)
Xiao Zhang, Jinghui Chen, Quanquan Gu, David Evans
Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models. CoRR (2020)
Xiao Zhang, David Evans
Cost-Sensitive Robustness against Adversarial Examples. ICLR (Poster) (2019)
Saeed Mahloujifar, Xiao Zhang, Mohammad Mahmoody, David Evans
Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness. NeurIPS (2019)
Saeed Mahloujifar, Xiao Zhang, Mohammad Mahmoody, David Evans
Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness. CoRR (2019)
Xiao Zhang, Yaodong Yu, Lingxiao Wang, Quanquan Gu
Learning One-hidden-layer ReLU Networks via Gradient Descent. AISTATS (2019)
Xiao Zhang, Yaodong Yu, Lingxiao Wang, Quanquan Gu
Learning One-hidden-layer ReLU Networks via Gradient Descent. CoRR (2018)
Xiao Zhang, Lingxiao Wang, Yaodong Yu, Quanquan Gu
A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery. ICML (2018)
Xiao Zhang, Simon S. Du, Quanquan Gu
Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow. CoRR (2018)
Xiao Zhang, David Evans
Cost-Sensitive Robustness against Adversarial Examples. CoRR (2018)
Xiao Zhang, Simon S. Du, Quanquan Gu
Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow. ICML (2018)
Xiao Zhang, Lingxiao Wang, Quanquan Gu
A Unified Framework for Nonconvex Low-Rank plus Sparse Matrix Recovery. AISTATS (2018)
Lingxiao Wang, Xiao Zhang, Quanquan Gu
A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery. ICML (2017)
Lingxiao Wang, Xiao Zhang, Quanquan Gu
A Unified Computational and Statistical Framework for Nonconvex Low-rank Matrix Estimation. AISTATS (2017)
Jinghui Chen, Lingxiao Wang, Xiao Zhang, Quanquan Gu
Robust Wirtinger Flow for Phase Retrieval with Arbitrary Corruption. CoRR (2017)