Tilted Empirical Risk Minimization.

Tian Li Ahmad Beirami Maziar Sanjabi Virginia Smith

Published in: ICLR (2021)

Keyphrases

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