Concepedia

Hongyang Zhang

HZ

20

Publications

1.9K

Citations

16

H-Index

2017

Active since

Affiliations

Carnegie Mellon University(Current)

University of Waterloo

Peking University

University of California, Berkeley

Microsoft Research Asia (China)

Hongyang Zhang is an author at Carnegie Mellon University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningData ScienceAdversarial Machine LearningArtificial IntelligenceUncertainty QuantificationVerificationSupervised Learning

Publications per year

2017–2024

20

Publications

20

Theoretically Principled Trade-off between Robustness and Accuracy

Hongyang Zhang, Yaodong Yu, Jiantao Jiao et al. · arXiv (Cornell University) · 2019 · 918 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Theoretically Principled Trade-off between Robustness and Accuracy

Hongyang Zhang, Yaodong Yu, Jiantao Jiao et al. · International Conference on Machine Learning · 2019 · 307 citations

Artificial Intelligence, Engineering, Machine Learning +16

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

Yuanzhi Li, Tengyu Ma, Hongyang Zhang · arXiv (Cornell University) · 2017 · 147 citations · Full text

Self-Adaptive Training: beyond Empirical Risk Minimization

Lang Huang, Chao Zhang, Hongyang Zhang · arXiv (Cornell University) · 2020 · 88 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

A Closer Look at Accuracy vs. Robustness

Yao-Yuan Yang, Cyrus Rashtchian, Hongyang Zhang et al. · arXiv (Cornell University) · 2020 · 83 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

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