On the statistical cost of score matching
Andrej Risteski (Carnegie Mellon University)
E18-304
Abstract: Energy-based models are a recent class of probabilistic generative models wherein the distribution being learned is parametrized up to a constant of proportionality (i.e. a partition function). Fitting such models…