An Information-Theoretic Quantification of Discrimination with Exempt Features.
Sanghamitra DuttaPraveen VenkateshPiotr MardzielAnupam DattaPulkit GroverPublished in: AAAI (2020)
Keyphrases
- information theoretic
- information theory
- mutual information
- entropy measure
- theoretic framework
- information bottleneck
- jensen shannon divergence
- information theoretic measures
- kullback leibler divergence
- feature space
- multi modality
- log likelihood
- relative entropy
- feature vectors
- feature extraction
- computational learning theory
- feature set
- prior knowledge
- jensen shannon