The ELBO of Variational Autoencoders Converges to a Sum of Entropies

Simon Damm, Dennis Forster, Dmytro Velychko, Zhenwen Dai, Asja Fischer, Jörg Lücke. The ELBO of Variational Autoencoders Converges to a Sum of Entropies. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 3931-3960, PMLR, 2023. [doi]

@inproceedings{DammFVDFL23,
  title = {The ELBO of Variational Autoencoders Converges to a Sum of Entropies},
  author = {Simon Damm and Dennis Forster and Dmytro Velychko and Zhenwen Dai and Asja Fischer and Jörg Lücke},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/damm23a.html},
  researchr = {https://researchr.org/publication/DammFVDFL23},
  cites = {0},
  citedby = {0},
  pages = {3931-3960},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain},
  editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan-Willem van de Meent},
  volume = {206},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}