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ReScience journal
Published July 31, 2023 | Version v1
Journal article Open

[Re] VAE Approximation Error: ELBO and Exponential Families

Authors/Creators

  • Volodymyr Kyrylov ORCID icon
  • Navdeep Singh Bedi ORCID icon
  • Qianbo Zang ORCID icon

Contributors

Editor:

  • Koustuv Sinha,\\ Maurits Bleeker,\\ Samarth Bhargav

Description

Replication

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article.pdf

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Additional details

Related works

Is supplemented by
10.5281/zenodo.7951527 (DOI)
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Indexed in
  • OpenAIRE

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Keywords and subjects

Keywords

  • Python
  • VAE
  • approximation errors
  • ELBO
  • exponential families
  • deep learning
  • pytorch
  • machine learning
  • rescience c

Details

DOI
10.5281/zenodo.8173745
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DOI

10.5281/zenodo.8173745

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[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.8173745.svg)](https://doi.org/10.5281/zenodo.8173745)

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  :target: https://doi.org/10.5281/zenodo.8173745

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Target URL

https://doi.org/10.5281/zenodo.8173745
Resource type
Journal article
Publisher
Zenodo
Published in
ReScience C, 9(2), #37, 2023.

Rights

License
cc-by-4.0 icon Creative Commons Attribution 4.0 International
The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited. Read more

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Technical metadata

Created
July 31, 2023
Modified
July 11, 2024

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