Semi-Implicit Variational Inference

ICML, 2018.

Cited by: 40|Views30
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Abstract:

Semi-implicit variational inference (SIVI) is introduced to expand the commonly used analytic variational distribution family, by mixing the variational parameter with a flexible distribution. This mixing distribution can assume any density function, explicit or not, as long as independent random samples can be generated via reparameter...More

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