Slides for 2017 GWU talk.
“Why Should I Trust You?": Explaining the Predictions of Any Classifier (Aug 2016) by Ribeiro et al https://arxiv.org/abs/1602.04938
Axiomatic Attribution for Deep Networks (Jun 2017) by Sundararajan et al https://arxiv.org/abs/1602.04938
PatternNet and PatternAttribution stat.ML (Oct 2017) by Kindermans et al https://arxiv.org/abs/1602.04938
Understanding Black-box Predictions via Influence Functions ICML (Jul 2017) by Wei Koh et al https://arxiv.org/abs/1703.04730
Distilling a Neural Network Into a Soft Decision Tree ICML (Nov 2017) by Frosst et al https://arxiv.org/abs/1711.09784