Bayesian Optimization for Probabilistic Programs

Tom Rainforth, Tuan-Anh Le, Jan-Willem van de Meent, Michael A. Osborne, Frank Wood

Neural Information Processing Systems 

We present the first general purpose framework for marginal maximum a posteriori estimation of probabilistic program variables.

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