Pseudo-likelihood produces associative memories able to generalize, even for asymmetric couplings

Francesco D'Amico, Dario Bocchi, Luca Maria Del Bono +2

Energy-based probabilistic models learned by maximizing the likelihood of the data are limited by the intractability of the partition function. A widely used workaround is to maxim…