Scalable Automated Proving of Information Theoretic Inequalities with Proximal Algorithms.
Lin LingChee-Wei TanSiu-Wai HoRaymond W. YeungPublished in: ISIT (2019)
Keyphrases
- information theoretic
- information theory
- theoretic framework
- mutual information
- information theoretic measures
- information bottleneck
- jensen shannon divergence
- learning algorithm
- bregman divergences
- graphical models
- computational learning theory
- relative entropy
- scoring function
- log likelihood
- minimum description length