Recursive Nested Filtering for Efficient Amortized Bayesian Experimental Design

Sahel Iqbal, Hany Abdulsamad, Sara Pérez-Vieites +2

This paper introduces the Inside-Out Nested Particle Filter (IO-NPF), a novel, fully recursive, algorithm for amortized sequential Bayesian experimental design in the non-exchangea…