Data Dependent Priors in PAC-Bayes Bounds.

John Shawe-Taylor Emilio Parrado-Hernández Amiran Ambroladze

Published in: COMPSTAT (2010)

Keyphrases

pac bayes
data dependent
risk bounds
generalization bounds
rademacher complexity
prior knowledge
prior information
bayesian framework
energy functional
reproducing kernel hilbert space
decision function
image processing
pairwise
theoretical analysis
hash functions