Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks

17 March 2017

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

6 / 6 papers shown

Title
On Relaxing Determinism in Arithmetic Circuits Arthur Choi Adnan Darwiche 34 57 0 22 Aug 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
Learning Tractable Probabilistic Models for Fault Localization Aniruddh Nath Pedro M. Domingos TPM 41 27 0 07 Jul 2015
On the Relationship between Sum-Product Networks and Bayesian Networks Haiying Zhao Mazen Melibari Pascal Poupart TPM 72 91 0 06 Jan 2015
A Differential Approach to Inference in Bayesian Networks Adnan Darwiche TPM 67 619 0 16 Jan 2013
Sum-Product Networks: A New Deep Architecture Hoifung Poon Pedro M. Domingos TPM 69 757 0 14 Feb 2012