Empirical Inference
Probabilistic Learning Group
Conference Paper
2019
Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning
| 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 |
| Bibtex Type: | Conference Paper (conference) |
| Event Place: | Tel Aviv, Israel |
| State: | Published |
| URL: | https://proceedings.mlr.press/v115/peharz20a.html |
| Electronic Archiving: | grant_archive |
BibTex
@conference{Peharzetal19,
title = {Random Sum-Product Networks: {A} Simple and Effective Approach to Probabilistic Deep Learning},
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},
slug = {peharzetal19-51c91645-9eb0-47c8-b4c1-ea9995a943f8},
author = {Peharz, R. and Vergari, A. and Stelzner, K. and Molina, A. and Shao, X. and Trapp, M. and Kersting, K. and Ghahramani, Z.},
url = {https://proceedings.mlr.press/v115/peharz20a.html},
month_numeric = {7}
}