Expected information gain estimation via density approximations: Sample allocation and dimension reduction

Fengyi Li, Ricardo Baptista, Youssef Marzouk

Computing expected information gain (EIG) from prior to posterior (equivalently, mutual information between candidate observations and model parameters or other quantities of inter…