A Decision-Theoretic Approach for Model Interpretability in Bayesian Framework

Homayun Afrabandpey, Tomi Peltola, Juho Piironen +2

A salient approach to interpretable machine learning is to restrict modeling to simple models. In the Bayesian framework, this can be pursued by restricting the model structure and…