Exponential Tail Local Rademacher Complexity Risk Bounds Without the Bernstein Condition.

Varun Kanade Patrick Rebeschini Tomas Vaskevicius

Published in: CoRR (2022)

Keyphrases

risk bounds
data dependent
empirical risk minimization
statistical learning theory
learning algorithm
vc dimension
stochastic processes
sufficient conditions
decision theoretic
parameter free
upper bound
supervised learning
model selection
energy functional