Bayesian Learning of Sum-Product Networks

Bayesian Learning of Sum-Product Networks

26 May 2019

Zoubin Ghahramani

Papers citing "Bayesian Learning of Sum-Product Networks"

14 / 14 papers shown

Title
Maximum margin learning of t-SPNs for cell classification with filtered input Haeyong Kang Chang D. Yoo Yongcheon Na UQCV TPM 27 1 0 16 Mar 2023
Optimisation of Overparametrized Sum-Product Networks Martin Trapp Robert Peharz Franz Pernkopf TPM 30 4 0 20 May 2019
SPFlow: An Easy and Extensible Library for Deep Probabilistic Learning using Sum-Product Networks Alejandro Molina Antonio Vergari Karl Stelzner Robert Peharz P. Subramani Nicola Di Mauro Pascal Poupart Kristian Kersting TPM 34 60 0 11 Jan 2019
Automatic Bayesian Density Analysis Antonio Vergari Alejandro Molina Robert Peharz Zoubin Ghahramani Kristian Kersting Isabel Valera 20 35 0 24 Jul 2018
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 28 29 0 05 Jun 2018
Safe Semi-Supervised Learning of Sum-Product Networks Martin Trapp Tamas Madl Robert Peharz Franz Pernkopf R. Trappl TPM 49 14 0 10 Oct 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 431 5,367 0 05 Nov 2016
Tensorial Mixture Models Or Sharir Ronen Tamari Nadav Cohen Amnon Shashua TPM 47 25 0 13 Oct 2016
On the Latent Variable Interpretation in Sum-Product Networks Robert Peharz Robert Gens Franz Pernkopf Pedro M. Domingos TPM 25 132 0 22 Jan 2016
A Unified Approach for Learning the Parameters of Sum-Product Networks Han Zhao Pascal Poupart Geoffrey J. Gordon TPM 39 70 0 03 Jan 2016
On the Relationship between Sum-Product Networks and Bayesian Networks Haiying Zhao Mazen Melibari Pascal Poupart TPM 80 91 0 06 Jan 2015
A Construction of Bayesian Networks from Databases Based on an MDL Principle J. Suzuki 65 172 0 06 Mar 2013
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data David Heckerman D. Geiger D. M. Chickering TPM 102 3,979 0 27 Feb 2013
Sum-Product Networks: A New Deep Architecture Hoifung Poon Pedro M. Domingos TPM 74 758 0 14 Feb 2012