2025
Bayesian Experimental Design Via Contrastive Diffusions
ICLR 2025spotlight
Bayesian Optimal Experimental Design (BOED) is a powerful tool to reduce the cost of running a sequence of experiments. When based on the Expected Information Gain (EIG), design optimization corresponds to the maximization of some intractable expected *contrast* between prior and posterior distribu…