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

v1v2v3 (latest)

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

14 July 2018

Stefanie Speichert

ArXiv (abs)PDF HTML

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

8 / 8 papers shown

Title
Quantifying Program Bias Aws Albarghouthi Loris Dántoni Samuel Drews A. Nori 49 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 50 84 0 03 Nov 2014
Solving #SAT and Bayesian Inference with Backtracking Search F. Bacchus Shannon Dalmao T. Pitassi TPM 62 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 83 761 0 14 Feb 2012

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.