Maximum A Posteriori Inference in Sum-Product Networks

16 August 2017

Papers citing "Maximum A Posteriori Inference in Sum-Product Networks"

11 / 11 papers shown

Title
On Relaxing Determinism in Arithmetic Circuits Arthur Choi Adnan Darwiche 26 57 0 22 Aug 2017
Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks Diarmaid Conaty Denis Deratani Mauá Cassio P. de Campos TPM 28 29 0 17 Mar 2017
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 30 70 0 03 Jan 2016
Stochastic And-Or Grammars: A Unified Framework and Logic Perspective Kewei Tu 34 4 0 02 Jun 2015
On the Relationship between Sum-Product Networks and Bayesian Networks Haiying Zhao Mazen Melibari Pascal Poupart TPM 67 91 0 06 Jan 2015
A Differential Approach to Inference in Bayesian Networks Adnan Darwiche TPM 67 619 0 16 Jan 2013
MAP Complexity Results and Approximation Methods James D. Park 47 114 0 12 Dec 2012
Learning Arithmetic Circuits Daniel Lowd Pedro M. Domingos TPM 86 109 0 13 Jun 2012
Sum-Product Networks: A New Deep Architecture Hoifung Poon Pedro M. Domingos TPM 69 757 0 14 Feb 2012
A Knowledge Compilation Map Adnan Darwiche Pierre Marquis 74 948 0 09 Jun 2011