Concepedia

Dongruo Zhou

DZ

Statistics

Publications

20

Citations

1.1K

H-Index

16

Active since

2018

Affiliations

University of California, Los Angeles(Current)

The Ohio State University

University of Virginia

University of Waterloo

Dongruo Zhou is an author at University of California, Los Angeles specializing in machine learning, computer science, and algorithms.

ORCID

Publications per year

2018–2020

20

Publications

20

Gradient descent optimizes over-parameterized deep ReLU networks

Difan Zou, Yuan Cao, Dongruo Zhou et al. · Machine Learning · 2019 · 226 citations · Full text

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Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks

Difan Zou, Yuan Cao, Dongruo Zhou et al. · arXiv (Cornell University) · 2018 · 217 citations · Full text

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Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks

Jinghui Chen, Dongruo Zhou, Yiqi Tang et al. · arXiv (Cornell University) · 2018 · 90 citations · Full text

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On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization

Dongruo Zhou, Jinghui Chen, Yuan Cao et al. · arXiv (Cornell University) · 2018 · 82 citations · Full text

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Neural Contextual Bandits with UCB-based Exploration

Dongruo Zhou, Lihong Li, Quanquan Gu · arXiv (Cornell University) · 2019 · 59 citations · Full text

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