Information-Theoretic Privacy with General Distortion Constraints.
Kousha KalantariOliver KosutLalitha SankarPublished in: CoRR (2017)
Keyphrases
- information theoretic
- mutual information
- information theory
- theoretic framework
- jensen shannon divergence
- special case
- information bottleneck
- bregman divergences
- information theoretic measures
- log likelihood
- information loss
- multi modality
- entropy measure
- kullback leibler divergence
- computational learning theory
- min cut
- density estimation
- privacy preserving
- multi modal
- minimum description length
- maximum likelihood
- relative entropy
- medical images
- multi class
- similarity measure