Information Theoretic Evaluation of Privacy-Leakage, Interpretability, and Transferability for a Novel Trustworthy AI Framework.
Mohit KumarBernhard Alois MoserLukas FischerBernhard FreudenthalerPublished in: CoRR (2021)
Keyphrases
- information theoretic
- theoretic framework
- information theory
- mutual information
- information theoretic measures
- data mining
- machine learning
- privacy preserving
- relative entropy
- jensen shannon divergence
- image segmentation
- pattern recognition
- log likelihood
- kl divergence
- computational learning theory
- information geometry