Supercharging Simulation-Based Inference for Bayesian Optimal Experimental Design

Samuel Klein, Willie Neiswanger, Daniel Ratner +2

Bayesian optimal experimental design (BOED) seeks to maximize the expected information gain (EIG) of experiments. This requires a likelihood estimate, which in many settings is int…