Learning a spin glass: determining Hamiltonians from metastable states

Silvia Kuva, Osame Kinouchi, Nestor Caticha

We study the problem of determining the Hamiltonian of a fully connected Ising Spin Glass of $N$ units from a set of measurements, whose sizes needs to be $\mathcal{O}(N^2)$ bits. The…