Auto-Encoding Variational Bayes

Chen, Yan-Kun; Liu, Jingxuan; Peng, Lingyun; Wu, Yiqi; Xu, Yige; Zhang, Zhanhao

doi:10.61603/ceas.v2i1.33

Public

Auto-Encoding Variational Bayes

Published in Cambridge Explorations in Arts and Sciences • Feb 7, 2024

Authors:

Yan-Kun Chen

Jingxuan Liu

Lingyun Peng

Abstract

This paper employs the Auto-Encoding Variational Bayes (AEVB) estimator based on Stochastic Gradient Variational Bayes (SGVB), designed to optimize recognition models for challenging posterior distributions and large-scale datasets. It has been applied to the mnist dataset and extended to form a Dyn...

Subject

Bayes' theorem

Encoding (memory)

Computer science

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