Xuran Meng

According to our database, Xuran Meng authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Inferring Outcome Means of Exponential Family Distributions Estimated by Deep Neural Networks.

Xuran Meng, Yi Li

CoRR, April, 2025

Transformer Learns Optimal Variable Selection in Group-Sparse Classification.

Chenyang Zhang, Xuran Meng, Yuan Cao

CoRR, April, 2025

Per-example gradient regularization improves learning signals from noisy data.

Xuran Meng, Yuan Cao, Difan Zou

Mach. Learn., March, 2025

Transformer Learns Optimal Variable Selection in Group-Sparse Classification.

Chenyang Zhang, Xuran Meng, Yuan Cao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Multiple Descent in the Multiple Random Feature Model.

Xuran Meng, Jianfeng Yao, Yuan Cao

J. Mach. Learn. Res., 2024

Initialization Matters: On the Benign Overfitting of Two-Layer ReLU CNN with Fully Trainable Layers.

Shuning Shang, Xuran Meng, Yuan Cao, Difan Zou

CoRR, 2024

Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data.

Xuran Meng, Difan Zou, Yuan Cao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Impact of classification difficulty on the weight matrices spectra in Deep Learning and application to early-stopping.

Xuran Meng, Jeff Yao

J. Mach. Learn. Res., 2023

2021

Implicit Data-Driven Regularization in Deep Neural Networks under SGD.

Xuran Meng, Jianfeng Yao

CoRR, 2021