Uniform Stability for First-Order Empirical Risk Minimization.

Amit Attia Tomer Koren

Published in: CoRR (2022)

Keyphrases

empirical risk minimization
uniform convergence
statistical learning theory
empirical risk
generalization bounds
rates of convergence
vc dimension
computationally tractable
phase transition
machine learning
upper bound
sufficient conditions
loss function
risk minimization