Rademacher and Gaussian Complexities: Risk Bounds and Structural Results.

Peter L. Bartlett Shahar Mendelson

Published in: J. Mach. Learn. Res. (2002)

Keyphrases

risk bounds
data dependent
empirical risk minimization
learning algorithm
statistical learning theory
stochastic processes
maximum likelihood
vc dimension
parameter free
generalization bounds
machine learning
machine learning algorithms