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

Robert Peharz, Antonio Vergari, Karl Stelzner, Alejandro Molina 0001, Martin Trapp, Xiaoting Shao, Kristian Kersting, Zoubin Ghahramani. Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning. In Amir Globerson, Ricardo Silva, editors, Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019. pages 124, AUAI Press, 2019. [doi]