Concepedia

Chao Ma

CM

Statistics

Publications

25

Citations

1.2K

H-Index

17

Active since

2017

Affiliations

Princeton University(Current)

Beijing Institute of Big Data Research

Southern University of Science and Technology

University of Cambridge

Institute of Computing Technology

Chao Ma is an author at Princeton University specializing in computer science, machine learning, and computing.

Publications per year

2017–2021

25

Publications

25

The Barron Space and the Flow-Induced Function Spaces for Neural Network Models

E Weinan, Chao Ma, Lei Wu · Constructive Approximation · 2021 · 111 citations

Computing, Computer Science, Mathematics +9

<i>A priori</i> estimates of the population risk for two-layer neural networks

E Weinan, Chao Ma, Lei Wu · Communications in Mathematical Sciences · 2019 · 104 citations · Full text

Computing, Computer Science, Machine Learning +16

Bispectrum Inversion With Application to Multireference Alignment

Tamir Bendory, Nicolas Boumal, Chao Ma et al. · IEEE Transactions on Signal Processing · 2017 · 102 citations · Full text

Natural Sciences, Computer Science, Algorithms +14

A comparative analysis of optimization and generalization properties of two-layer neural network and random feature models under gradient descent dynamics

E Weinan, Chao Ma, Lei Wu · Science China Mathematics · 2020 · 101 citations · Full text

Computing, Computer Science, Mathematics +17

Towards Theoretically Understanding Why SGD Generalizes Better Than ADAM\n in Deep Learning

Pan Zhou, Jiashi Feng, Chao Ma et al. · arXiv (Cornell University) · 2020 · 99 citations · Full text

Computing, Computer Science, Machine Learning +16

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