New closed-form bounds on the partition function

DOI10.1007/s10994-008-5072-8zbMath1464.68314OpenAlexW2997467432MaRDI QIDQ2036261

Dvijotham Krishnamurthy, Soumen Chakrabarti, Subhasis Chaudhuri

Publication date: 28 June 2021

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-008-5072-8

zbMATH Keywords

partition functionvariational methodsapproximate inferencegraphical modelbelief propagationassociative potential

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Probabilistic graphical models (62H22)

Cites Work

• Convex analysis and nonlinear optimization. Theory and examples.
• A New Class of Upper Bounds on the Log Partition Function
• Graphical Models, Exponential Families, and Variational Inference
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