Probabilistic Deep Learning using Random Sum-Product Networks

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Probabilistic Deep Learning using Random Sum-Product Networks

5 June 2018

Antonio Vergari

Alejandro Molina

Kristian Kersting

Zoubin Ghahramani

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Papers citing "Probabilistic Deep Learning using Random Sum-Product Networks"

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Title
Tractable Inference in Credal Sentential Decision Diagrams Lilith Mattei Alessandro Antonucci Denis Deratani Mauá Alessandro Facchini Julissa Giuliana Villanueva Llerena TPM 11 10 0 19 Aug 2020
Sum-product networks: A survey I. París Raquel Sánchez-Cauce F. Díez TPM 56 42 0 02 Apr 2020
Sum-Product Network Decompilation C. Butz Jhonatan de S. Oliveira Robert Peharz TPM 48 10 0 20 Dec 2019
Bayesian Learning of Sum-Product Networks Martin Trapp Robert Peharz Hong Ge Franz Pernkopf Zoubin Ghahramani TPM 117 51 0 26 May 2019
The Convolutional Tsetlin Machine Ole-Christoffer Granmo Sondre Glimsdal Lei Jiao M. G. Olsen C. Omlin G. T. Berge 73 82 0 23 May 2019
Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures Xiaoting Shao Alejandro Molina Antonio Vergari Karl Stelzner Robert Peharz Thomas Liebig Kristian Kersting BDL TPM 87 35 0 21 May 2019
Optimisation of Overparametrized Sum-Product Networks Martin Trapp Robert Peharz Franz Pernkopf TPM 53 4 0 20 May 2019
Learning Logistic Circuits Yitao Liang Guy Van den Broeck TPM 68 49 0 27 Feb 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 187 1,500 0 10 Jan 2019