Fully Empirical and Data-Dependent Stability-Based Bounds.

Luca Oneto Alessandro Ghio Sandro Ridella Davide Anguita

Published in: IEEE Trans. Cybern. (2015)

Keyphrases

data dependent
rademacher complexity
generalization bounds
empirical risk minimization
uniform convergence
risk bounds
pac bayesian
reproducing kernel hilbert space
expected error
error bounds
function classes
theoretical analysis
support vector
sufficient conditions
hash functions