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Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning

2019

Conference Paper

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Author(s): Peharz, R. and Vergari, A. and Stelzner, K. and Molina, A. and Shao, X. and Trapp, M. and Kersting, K. and Ghahramani, Z.
Book Title: Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence (UAI)
Volume: 115
Pages: 334--344
Year: 2019
Month: July

Series: Proceedings of Machine Learning Research
Editors: Adams, Ryan P. and Gogate, Vibhav
Publisher: PMLR

Department(s): Empirical Inference, Probabilistic Learning Group
Bibtex Type: Conference Paper (conference)

Event Place: Tel Aviv, Israel

State: Published
URL: https://proceedings.mlr.press/v115/peharz20a.html

BibTex

@conference{Peharzetal19,
  title = {Random Sum-Product Networks: {A} Simple and Effective Approach to Probabilistic Deep Learning},
  author = {Peharz, R. and Vergari, A. and Stelzner, K. and Molina, A. and Shao, X. and Trapp, M. and Kersting, K. and Ghahramani, Z.},
  booktitle = {Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence (UAI)},
  volume = {115},
  pages = {334--344},
  series = {Proceedings of Machine Learning Research},
  editors = {Adams, Ryan P. and Gogate, Vibhav},
  publisher = {PMLR},
  month = jul,
  year = {2019},
  doi = {},
  url = {https://proceedings.mlr.press/v115/peharz20a.html},
  month_numeric = {7}
}