PAC-Bayes Information Bottleneck.
Zifeng WangShao-Lun HuangErcan Engin KuruogluJimeng SunXi ChenYefeng ZhengPublished in: ICLR (2022)
Keyphrases
- information bottleneck
- pac bayes
- information theoretic
- risk bounds
- multi feature
- generalization bounds
- linear classifiers
- data dependent
- statistical learning theory
- statistical relational learning
- mutual information
- machine learning
- image classification
- learning theory
- generalization ability
- empirical risk minimization