Explaining Black Boxes on Sequential Data using Weighted Automata

Stephane Ayache, Remi Eyraud, Noe Goudian

Understanding how a learned black box works is of crucial interest for the future of Machine Learning. In this paper, we pioneer the question of the global interpretability of lear…