Learning and generalization of one-hidden-layer neural networks, going
beyond standard Gaussian data

Learning and generalization of one-hidden-layer neural networks, going beyond standard Gaussian data

7 July 2022

Shuai Zhang

Papers citing "Learning and generalization of one-hidden-layer neural networks, going beyond standard Gaussian data"

3 / 3 papers shown

Title
$How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance$ How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance Hongkang Li Shuai Zhang Yihua Zhang Meng Wang Sijia Liu Pin-Yu Chen 41 4 0 12 Mar 2024
A Theoretical Understanding of Shallow Vision Transformers: Learning, Generalization, and Sample Complexity Hongkang Li Hao Wu Sijia Liu Pin-Yu Chen ViT MLT 37 57 0 12 Feb 2023
Free Lunch for Few-shot Learning: Distribution Calibration Shuo Yang Lu Liu Min Xu OODD 219 322 0 16 Jan 2021