Normalizing Flows for Probabilistic Modeling and Inference

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Other Links: arxiv.org

Abstract:

Normalizing flows provide a general mechanism for defining expressive probability distributions, only requiring the specification of a (usually simple) base distribution and a series of bijective transformations. There has been much recent work on normalizing flows, ranging from improving their expressive power to expanding their applic...More

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