Sum-Product Network Decompilation

20 December 2019

Papers citing "Sum-Product Network Decompilation"

9 / 9 papers shown

Title
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits G. Gala Cassio de Campos Antonio Vergari Erik Quaeghebeur TPM 106 5 0 10 Jun 2024
Probabilistic Deep Learning using Random Sum-Product Networks Robert Peharz Antonio Vergari Karl Stelzner Alejandro Molina Martin Trapp Kristian Kersting Zoubin Ghahramani UQCV BDL TPM 36 29 0 05 Jun 2018
On Relaxing Determinism in Arithmetic Circuits Arthur Choi Adnan Darwiche 36 57 0 22 Aug 2017
On the Latent Variable Interpretation in Sum-Product Networks Robert Peharz Robert Gens Franz Pernkopf Pedro M. Domingos TPM 27 132 0 22 Jan 2016
On the Relationship between Sum-Product Networks and Bayesian Networks Haiying Zhao Mazen Melibari Pascal Poupart TPM 89 91 0 06 Jan 2015
d-Separation: From Theorems to Algorithms D. Geiger Thomas Verma Judea Pearl 66 242 0 27 Mar 2013
Context-Specific Independence in Bayesian Networks Craig Boutilier N. Friedman M. Goldszmidt D. Koller 191 822 0 13 Feb 2013
A Differential Approach to Inference in Bayesian Networks Adnan Darwiche TPM 77 622 0 16 Jan 2013
Sum-Product Networks: A New Deep Architecture Hoifung Poon Pedro M. Domingos TPM 81 758 0 14 Feb 2012