Probabilistic Flow Circuits: Towards Unified Deep Models for Tractable Probabilistic Inference

Sahil Sidheekh, Kristian Kersting, Sriraam Natarajan. Probabilistic Flow Circuits: Towards Unified Deep Models for Tractable Probabilistic Inference. 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 1964-1973, PMLR, 2023. [doi]

@inproceedings{SidheekhKN23,
  title = {Probabilistic Flow Circuits: Towards Unified Deep Models for Tractable Probabilistic Inference},
  author = {Sahil Sidheekh and Kristian Kersting and Sriraam Natarajan},
  year = {2023},
  url = {https://proceedings.mlr.press/v216/sidheekh23a.html},
  researchr = {https://researchr.org/publication/SidheekhKN23},
  cites = {0},
  citedby = {0},
  pages = {1964-1973},
  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},
}