Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias

Frederic Koehler, Viraj Mehta, Chenghui Zhou, Andrej Risteski. Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

@inproceedings{KoehlerMZR22,
  title = {Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias},
  author = {Frederic Koehler and Viraj Mehta and Chenghui Zhou and Andrej Risteski},
  year = {2022},
  url = {https://openreview.net/forum?id=y_op4lLLaWL},
  researchr = {https://researchr.org/publication/KoehlerMZR22},
  cites = {0},
  citedby = {0},
  booktitle = {The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022},
  publisher = {OpenReview.net},
}