Xuran Meng

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Weight Matrices

Multi Layer Perceptron

Regularization Methods

Top Venues

J. Mach. Learn. Res.

Publications

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)