Doubly Semi-Implicit Variational Inference

Molchanov, D; Kharitonov, V; Sobolev, A; Vetrov, D

Molchanov, D (reprint author), Samsung AI Ctr Moscow, Moscow, Russia.; Molchanov, D (reprint author), Natl Res Univ Higher Sch Econ, Samsung HSE Lab, Moscow, Russia.

22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89, 2019; 89 ():

Abstract

We extend the existing framework of semi-implicit variational inference (SIVI) and introduce doubly semi-implicit variational inference (DSIVI), a way......

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