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Amortized Bayesian Inference on Multilevel Models of Arbitrary Structure

Habermann, Daniel et al.
arXiv (All) · Papers
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We develop a general method for amortized Bayesian inference on multilevel models of arbitrary structure. Given a generative model specified as a directed acyclic graph, our method automatically derives valid factorizations of the joint posterior and matching neural network architectures. The key st
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