An Information-Theoretic Perspective on the Relationship Between Fairness and Accuracy.
Sanghamitra DuttaDennis WeiHazar YuekselPin-Yu ChenSijia LiuKush R. VarshneyPublished in: CoRR (2019)
Keyphrases
- information theoretic
- mutual information
- information theory
- theoretic framework
- information bottleneck
- log likelihood
- computational learning theory
- multi modality
- jensen shannon divergence
- entropy measure
- relative entropy
- information theoretic measures
- minimum description length
- kl divergence
- kullback leibler divergence
- multi class
- image segmentation
- image processing