Adaptive sampling-based quadrature rules for efficient Bayesian prediction

L. M. M. van den Bos, B. Sanderse, W. A. A. M. Bierbooms

A novel method is proposed to infer Bayesian predictions of computationally expensive models. The method is based on the construction of quadrature rules, which are well-suited for…