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.
Phase transitions and sample complexity in bayes-optimal matrix factorization.IEEE Transactions on Information Theory, 62(7):4228–4265
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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.