Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods

Desi R. Ivanova, Adam Foster, Steven Kleinegesse +2

We introduce implicit Deep Adaptive Design (iDAD), a new method for performing adaptive experiments in real-time with implicit models. iDAD amortizes the cost of Bayesian optimal e…