PAC-Bayesian Theory Meets Bayesian Inference.

Pascal Germain Francis R. Bach Alexandre Lacoste Simon Lacoste-Julien

Published in: NIPS (2016)

Keyphrases

bayesian inference
pac bayesian
probabilistic model
prior information
hyperparameters
upper bound
theoretical framework
particle filter
markov chain monte carlo
statistical learning theory
distribution free
learning algorithm
theoretical analysis
random fields
data dependent
prior distribution