Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning
2019
Conference Paper
ei
plg
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): | Empirische Inferenz, 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} } |