Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics.

Stéphan Clémençon Aurélien Bellet Igor Colin

Published in: CoRR (2015)

Keyphrases

empirical risk minimization
optimization problems
uniform convergence
statistical learning theory
empirical risk
risk minimization
machine learning
feature selection
evolutionary algorithm
multi class
model selection
statistical learning
kernel machines
generalization bounds
rates of convergence