Generalized Score Matching for Parameter Estimation on Convex Domains

Nishanth Shetty, Saisuchith Mahajan, Chandra Sekhar Seelamantula

Maximum likelihood (ML) estimation is a principled and statistically efficient approach for learning probabilistic models. However, for unnormalized models, ML estimation requires…