Avoiding Latent Variable Collapse with Generative Skip Models

Adji B. Dieng, Yoon Kim, Alexander M. Rush, David M. Blei. Avoiding Latent Variable Collapse with Generative Skip Models. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 2397-2405, PMLR, 2019. [doi]

@inproceedings{DiengKRB19,
  title = {Avoiding Latent Variable Collapse with Generative Skip Models},
  author = {Adji B. Dieng and Yoon Kim and Alexander M. Rush and David M. Blei},
  year = {2019},
  url = {http://proceedings.mlr.press/v89/dieng19a.html},
  researchr = {https://researchr.org/publication/DiengKRB19},
  cites = {0},
  citedby = {0},
  pages = {2397-2405},
  booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  editor = {Kamalika Chaudhuri and Masashi Sugiyama},
  volume = {89},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}