Tractable Querying and Learning in Hybrid Domains via Sum-Product
Networks

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Tractable Querying and Learning in Hybrid Domains via Sum-Product Networks

14 July 2018

Stefanie Speichert

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Papers citing "Tractable Querying and Learning in Hybrid Domains via Sum-Product Networks"

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Title
Quantifying Program Bias Aws Albarghouthi Loris Dántoni Samuel Drews A. Nori 51 12 0 17 Feb 2017
Online Structure Learning for Sum-Product Networks with Gaussian Leaves W. Hsu Agastya Kalra Pascal Poupart TPM 98 28 0 19 Jan 2017
Approximate Counting in SMT and Value Estimation for Probabilistic Programs D. Chistikov Rayna Dimitrova R. Majumdar TPM 52 84 0 03 Nov 2014
Solving #SAT and Bayesian Inference with Backtracking Search F. Bacchus Shannon Dalmao T. Pitassi TPM 64 93 0 15 Jan 2014
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data David Heckerman D. Geiger D. M. Chickering TPM 121 3,984 0 27 Feb 2013
A Variational Approximation for Bayesian Networks with Discrete and Continuous Latent Variables Kevin P. Murphy 118 117 0 23 Jan 2013
Inference in Probabilistic Logic Programs using Weighted CNF's Daan Fierens Guy Van den Broeck Ingo Thon Bernd Gutmann Luc de Raedt TPM 65 100 0 14 Feb 2012
Sum-Product Networks: A New Deep Architecture Hoifung Poon Pedro M. Domingos TPM 85 761 0 14 Feb 2012