Explaining Probabilistic Models with Distributional Values

Luca Franceschi, Michele Donini, Cédric Archambeau +1

A large branch of explainable machine learning is grounded in cooperative game theory. However, research indicates that game-theoretic explanations may mislead or be hard to interp…