On Converting Sum-Product Networks into Bayesian Networks

DOI10.1007/978-3-319-57351-9_37zbMath1454.68136OpenAlexW2606111276MaRDI QIDQ3305130

André E. dos Santos, Jhonatan S. Oliveira, Cory J. Butz

Publication date: 5 August 2020

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

Full work available at URL: https://doi.org/10.1007/978-3-319-57351-9_37

zbMATH Keywords

conditional independencedeep learningsum-product networks

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Probabilistic graphical models (62H22)

Cites Work

• AND/OR search spaces for graphical models
• A differential approach to inference in Bayesian networks
• Unnamed Item

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