Pathwise Derivatives Beyond the Reparameterization Trick

Martin Jankowiak, Fritz Obermeyer. Pathwise Derivatives Beyond the Reparameterization Trick. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 2240-2249, JMLR.org, 2018. [doi]

@inproceedings{JankowiakO18,
  title = {Pathwise Derivatives Beyond the Reparameterization Trick},
  author = {Martin Jankowiak and Fritz Obermeyer},
  year = {2018},
  url = {http://proceedings.mlr.press/v80/jankowiak18a.html},
  researchr = {https://researchr.org/publication/JankowiakO18},
  cites = {0},
  citedby = {0},
  pages = {2240-2249},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018},
  editor = {Jennifer G. Dy and Andreas Krause 0001},
  volume = {80},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}