Gradient Descent on Two-layer Nets: Margin Maximization and Simplicity Bias.

Kaifeng Lyu Zhiyuan Li Runzhe Wang Sanjeev Arora

Published in: NeurIPS (2021)

Keyphrases

margin maximization
support vector
metric learning
discriminative information
dimensionality reduction
web image annotation
intra class
support vector machine
linear discriminant analysis
dimension reduction
pattern recognition
knn
natural images
distance metric
learning tasks
data representation