Learning Global Pairwise Interactions with Bayesian Neural Networks

Tianyu Cui, Pekka Marttinen, Samuel Kaski

Estimating global pairwise interaction effects, i.e., the difference between the joint effect and the sum of marginal effects of two input features, with uncertainty properly quant…