Concepedia

Zhao Song

ZS

60

Publications

3.1K

Citations

31

H-Index

2013

Active since

Affiliations

The University of Texas at Austin(Current)

University of Washington

Princeton University

Massachusetts Institute of Technology

Stanford University

Zhao Song is an author at The University of Texas at Austin specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningComputational ComplexityApproximation TheoryMathematical ProgrammingCombinatorial OptimizationData ScienceLinear ProgrammingDeep Learning

Publications per year

2013–2022

60

Publications

60

A Convergence Theory for Deep Learning via Over-Parameterization

Zeyuan Allen-Zhu, Yuanzhi Li, Zhao Song · arXiv (Cornell University) · 2018 · 626 citations · Full text

Artificial Intelligence, Deep Neural Networks, Engineering +13

A Convergence Theory for Deep Learning via Over-Parameterization

Zeyuan Allen-Zhu, Yuanzhi Li, Zhao Song · International Conference on Machine Learning · 2018 · 175 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +16

Towards Fast Computation of Certified Robustness for ReLU Networks

Tsui-Wei Weng, Huan Zhang, Hongge Chen et al. · arXiv (Cornell University) · 2018 · 152 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Solving linear programs in the current matrix multiplication time

Michael B. Cohen, Yin Tat Lee, Zhao Song · 2019 · 150 citations

Mathematical Programming, Numerical Analysis, Engineering +14

Recovery Guarantees for One-hidden-layer Neural Networks

Kai Zhong, Zhao Song, Prateek Jain et al. · arXiv (Cornell University) · 2017 · 129 citations · Full text

Engineering, Machine Learning, Sparse Neural Network +11

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