Explaining a black-box using Deep Variational Information Bottleneck Approach

Seojin Bang, Pengtao Xie, Heewook Lee +2

Interpretable machine learning has gained much attention recently. Briefness and comprehensiveness are necessary in order to provide a large amount of information concisely when ex…