TAP free energy, spin glasses, and variational inference

Zhou Fan, Song Mei, Andrea Montanari

We consider the Sherrington-Kirkpatrick model of spin glasses with ferromagnetically biased couplings. For a specific choice of the couplings mean, the resulting Gibbs measure is e…