A noniterative solution to the inverse Ising problem using a convex upper bound on the partition function

DOI10.1088/1742-5468/ac50b1OpenAlexW4213414177MaRDI QIDQ5066036

Takashi Sano

Publication date: 28 March 2022

Published in: Journal of Statistical Mechanics: Theory and Experiment (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1088/1742-5468/ac50b1

zbMATH Keywords

learning theoryspin glassesdata miningmachine learning

Mathematics Subject Classification ID

Statistical mechanics, structure of matter (82-XX)

Cites Work

• Unnamed Item
• Differential geometry of curved exponential families. Curvatures and information loss
• Approximate inference in Boltzmann machines
• The cavity method at zero temperature
• Small-correlation expansions for the inverse Ising problem
• A density consistency approach to the inverse Ising problem

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