output
20102025
most citedThe three-state Potts model on the centered triangular lattice

5 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2024 · cs.LGShow all

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cs.LG2024

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial

Star, Liu

This tutorial investigates the convergence of statistical mechanics and learning theory, elucidating the potential enhancements in machine learning methodologies through the integr…