@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} }