Tilted Empirical Risk Minimization.

Tian Li Ahmad Beirami Maziar Sanjabi Virginia Smith

Published in: CoRR (2020)

Keyphrases

empirical risk minimization
statistical learning theory
uniform convergence
empirical risk
vc dimension
generalization bounds
phase transition
rates of convergence
computationally tractable
data dependent
learning rate
learning problems
loss function
lower bound
machine learning
real valued
risk minimization