Learning to Explain: An Information-Theoretic Perspective on Model Interpretation.

Jianbo Chen Le Song Martin J. Wainwright Michael I. Jordan

Published in: CoRR (2018)

Keyphrases

information theoretic
theoretic framework
mutual information
information theory
machine learning
prior knowledge
probabilistic model
knn
maximum a posteriori
learning problems
information bottleneck
jensen shannon divergence