PAC-Bayes Information Bottleneck.

Zifeng Wang Shao-Lun Huang Ercan E. Kuruoglu Jimeng Sun Xi Chen Yefeng Zheng

Published in: CoRR (2021)

Keyphrases

information bottleneck
pac bayes
information theoretic
risk bounds
generalization bounds
multi feature
data dependent
linear classifiers
statistical relational learning
empirical risk minimization
mutual information
statistical learning theory
learning theory
vc dimension
feature extraction
image classification