Develops diagrammatic perturbation theory for free energies with fixed variance and applies it to complete the thermodynamic-limit free energy for a spin system while providing resummations for poorly sampled entropies.
High-temperature expansions and message passing algorithms.Journal of Statistical Mechanics: Theory and Experiment, 2019(11):113301, nov 2019
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Diagrammatics of free energies with fixed variance for high-dimensional data
Develops diagrammatic perturbation theory for free energies with fixed variance and applies it to complete the thermodynamic-limit free energy for a spin system while providing resummations for poorly sampled entropies.