Jana: Jointly amortized neural approximation of complex Bayesian models

Stefan T. Radev, Marvin Schmitt, Valentin Pratz, Umberto Picchini, Ullrich Köthe, Paul-Christian Bürkner. Jana: Jointly amortized neural approximation of complex Bayesian models. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 1695-1706, PMLR, 2023. [doi]

@inproceedings{RadevSPPKB23,
  title = {Jana: Jointly amortized neural approximation of complex Bayesian models},
  author = {Stefan T. Radev and Marvin Schmitt and Valentin Pratz and Umberto Picchini and Ullrich Köthe and Paul-Christian Bürkner},
  year = {2023},
  url = {https://proceedings.mlr.press/v216/radev23a.html},
  researchr = {https://researchr.org/publication/RadevSPPKB23},
  cites = {0},
  citedby = {0},
  pages = {1695-1706},
  booktitle = {Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA},
  editor = {Robin J. Evans 0002 and Ilya Shpitser},
  volume = {216},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}