PAC-bayes bounds with data dependent priors.

Emilio Parrado-Hernández Amiran Ambroladze John Shawe-Taylor Shiliang Sun

Published in: J. Mach. Learn. Res. (2012)

Keyphrases

deformable models
pac bayes
data dependent
risk bounds
generalization bounds
rademacher complexity
prior knowledge
empirical risk minimization
prior information
hash functions
energy functional
uniform convergence