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Preprint in the OpenAI Math release

The free energy of the Ising random perceptron

OpenAI

Abstract

We determine the limiting free energy of the Ising perceptron with independent Gaussian patterns for every bounded Borel log-potential, at every fixed positive temperature and pattern density. We give an explicit variational formula for the limit and prove convergence in expectation and probability.

open until 1 Jan 2028

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