Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy.
Fangwei YeHyunghoon ChoSalim El RouayhebPublished in: ISIT (2020)
Keyphrases
- information theoretic
- protect sensitive
- information theory
- mutual information
- theoretic framework
- sensitive information
- information bottleneck
- log likelihood
- privacy preserving
- information theoretic measures
- kullback leibler divergence
- jensen shannon divergence
- entropy measure
- kl divergence
- gene ontology
- multi modality
- computational learning theory
- minimum description length
- relative entropy
- machine learning
- graphical models
- image registration
- image processing