A variational potential gives both a lower and an upper bound on the quenched pressure of a perceptron, with matching supported numerically for logistic-type losses.
Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition
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Variational Bounds for Perceptron Learning from Structured Data
A variational potential gives both a lower and an upper bound on the quenched pressure of a perceptron, with matching supported numerically for logistic-type losses.