On Empirical Bayes Variational Autoencoder: An Excess Risk Bound

Rong Tang, Yun Yang. On Empirical Bayes Variational Autoencoder: An Excess Risk Bound. In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 4068-4125, PMLR, 2021. [doi]

@inproceedings{TangY21-1,
  title = {On Empirical Bayes Variational Autoencoder: An Excess Risk Bound},
  author = {Rong Tang and Yun Yang},
  year = {2021},
  url = {http://proceedings.mlr.press/v134/tang21a.html},
  researchr = {https://researchr.org/publication/TangY21-1},
  cites = {0},
  citedby = {0},
  pages = {4068-4125},
  booktitle = {Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA},
  editor = {Mikhail Belkin and Samory Kpotufe},
  volume = {134},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}