School of Informatics, University of Edinburgh; Department of Statistics, University of Oxford
Desi R Ivanova, Adam Foster, Steven Kleinegesse, Michael Gutmann, Thomas Rainforth
Experimental Design;Mutual Information;Implicit Models;Bayesian methods;Bayesian Optimal Experimental Design;BOED;Sequential BOED;Adaptive experiments;Likelihood-free methods;Likelihood-free inference;Parameter estimation;Variational methods;Mutual information lower bounds;Stochastic simulator models
Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods