Semi-parametric Expert Bayesian Network Learning with Gaussian Processes and Horseshoe Priors

Yidou Weng, Finale Doshi-Velez

This paper proposes a model learning Semi-parametric relationships in an Expert Bayesian Network (SEBN) with linear parameter and structure constraints. We use Gaussian Processes a…