Scalable learning and inference in Markov logic networks

DOI10.1016/j.ijar.2016.12.003zbMath1404.68120OpenAlexW2560720107MaRDI QIDQ511628

Zhuoyu Wei, Yangyang Zhao, Zhengya Sun, Wensheng Zhang, Jue Wang

Publication date: 22 February 2017

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ijar.2016.12.003

zbMATH Keywords

probabilistic inferencestructure learningMarkov logic networkslarge-scale machine learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• Tuffy

Cites Work

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• Geometric bounds for eigenvalues of Markov chains
• Gradient-based boosting for statistical relational learning: the Markov logic network and missing data cases
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• Markov logic networks
• Markov Logic: An Interface Layer for Artificial Intelligence
• [https://portal.mardi4nfdi.de/wiki/Publication:4337503 Open problems of Paul Erd�s in graph theory]