Learning probabilistic sentential decision diagrams under logic constraints by sampling and averaging

Renato Lui Geh, Denis Deratani Mau'a. Learning probabilistic sentential decision diagrams under logic constraints by sampling and averaging. In Cassio P. de Campos, Marloes H. Maathuis, Erik Quaeghebeur, editors, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021. Volume 161 of Proceedings of Machine Learning Research, pages 2039-2049, AUAI Press, 2021. [doi]

@inproceedings{GehM21-0,
  title = {Learning probabilistic sentential decision diagrams under logic constraints by sampling and averaging},
  author = {Renato Lui Geh and Denis Deratani Mau'a},
  year = {2021},
  url = {https://proceedings.mlr.press/v161/geh21a.html},
  researchr = {https://researchr.org/publication/GehM21-0},
  cites = {0},
  citedby = {0},
  pages = {2039-2049},
  booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021},
  editor = {Cassio P. de Campos and Marloes H. Maathuis and Erik Quaeghebeur},
  volume = {161},
  series = {Proceedings of Machine Learning Research},
  publisher = {AUAI Press},
}