Goal-driven Bayesian Optimal Experimental Design for Robust Decision-Making Under Model Uncertainty

Jinwoo Go, Xiaoning Qian, Byung-Jun Yoon

Bayesian optimal experimental design (BOED) selects experiments to maximize information gain about model parameters. However, in decision-critical settings, reducing parameter unce…