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Xuran Meng
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 5
Top Topics
Weight Matrices
Noisy Data
Multi Layer Perceptron
Regularization Methods
Top Venues
CoRR
J. Mach. Learn. Res.
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Publications
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Xuran Meng
,
Difan Zou
,
Yuan Cao
Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data.
CoRR
(2023)
Xuran Meng
,
Yuan Cao
,
Difan Zou
Per-Example Gradient Regularization Improves Learning Signals from Noisy Data.
CoRR
(2023)
Xuran Meng
,
Jeff Yao
Impact of classification difficulty on the weight matrices spectra in Deep Learning and application to early-stopping.
J. Mach. Learn. Res.
24 (2023)
Xuran Meng
,
Jianfeng Yao
,
Yuan Cao
Multiple Descent in the Multiple Random Feature Model.
CoRR
(2022)
Xuran Meng
,
Jianfeng Yao
Implicit Data-Driven Regularization in Deep Neural Networks under SGD.
CoRR
(2021)