$\alpha$-Information-theoretic Privacy Watchdog and Optimal Privatization Scheme.
Ni DingMohammad Amin ZarrabianParastoo SadeghiPublished in: ISIT (2021)
Keyphrases
- information theoretic
- information theory
- mutual information
- theoretic framework
- information bottleneck
- information theoretic measures
- jensen shannon divergence
- log likelihood
- computational learning theory
- privacy preserving
- kl divergence
- multi modality
- entropy measure
- relative entropy
- distributional clustering
- minimum description length
- worst case
- bregman divergences
- closed form
- pattern recognition