Learning Bayesian network parameters under equivalence constraints

DOI10.1016/j.artint.2015.05.007zbMath1404.68123OpenAlexW1013235724MaRDI QIDQ511784

Adnan Darwiche, Tiansheng Yao, Arthur Choi

Publication date: 22 February 2017

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.artint.2015.05.007

zbMATH Keywords

Bayesian networksparameter learningsemi-supervised learninglearning with constraints

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• PMTK

Cites Work

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• Modeling and Reasoning with Bayesian Networks
• Ascent-Based Monte Carlo Expectation– Maximization