Variational Bounds for Perceptron Learning from Structured Data

Francesco Camilli, Pierluigi Contucci, Federica Gerace +1

We introduce a variational approach to a finite-temperature continuous-spin perceptron trained on a Gaussian mixture. The model allows for a broad class of concave utilities and lo…