BriefGPT.xyz
Apr, 2018
扭蛋机中的变分推断
Variational Inference In Pachinko Allocation Machines
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Akash Srivastava, Charles Sutton
TL;DR
本文介绍一种新方法AM-PAM，使用基于深度变分自编码器的深度推断网络来实现PAM的高效灵活的摊销变分推理方法，并产生更连贯的主题。
Abstract
The
pachinko allocation machine
(PAM) is a
deep topic model
that allows representing rich correlation structures among topics by a directed acyclic graph over topics. Because of the flexibility of the model, howe
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