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Structured Semi-Implicit Variational Inference

2019-10-16 · pproximateinference AABI Symposium 2019 12 · Iuliia Molchanova, Dmitry Molchanov, Novi Quadrianto, Dmitry Vetrov

In this work we construct flexible joint distributions from low-dimensional conditional semi-implicit distributions. Explicitly defining the structure of the approximation allows to make the variational lower bound tighter, resulting in more accurate inference.

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Variational Inference

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