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

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

Published in: ICML (2018)

Keyphrases

information theoretic
theoretic framework
prior knowledge
mutual information
information theory
minimum description length
information bottleneck
learning algorithm
probabilistic model
log likelihood
support vector