Self-Adaptive Training: beyond Empirical Risk Minimization.

Lang Huang Chao Zhang Hongyang Zhang

Published in: NeurIPS (2020)

Keyphrases

empirical risk minimization
uniform convergence
training process
training examples
training set
supervised learning
training samples
vc dimension
statistical learning theory
empirical risk
special case
training algorithm
computationally tractable
generalization bounds
rates of convergence