Information-Theoretic Privacy Watchdogs.
Hsiang HsuShahab AsoodehFlávio P. CalmonPublished in: ISIT (2019)
Keyphrases
- information theoretic
- information theory
- mutual information
- theoretic framework
- privacy preserving
- information bottleneck
- multi modality
- information theoretic measures
- entropy measure
- computational learning theory
- minimum description length
- bregman divergences
- jensen shannon divergence
- kullback leibler divergence
- machine learning
- relative entropy
- kl divergence
- multi modal
- text mining
- probabilistic model