Efficient training of energy-based models via spin-glass control

Alejandro Pozas-Kerstjens, Gorka Muñoz-Gil, Eloy Piñol +4

We introduce a new family of energy-based probabilistic graphical models for efficient unsupervised learning. Its definition is motivated by the control of the spin-glass propertie…