Generalised Score Matching on Convex Domains

Nishanth Shetty, Saisuchith Mahajan, Chandra Sekhar Seelamantula

Score matching avoids computing the normalising constant that maximum-likelihood estimation requires. On constrained domains, its generalised variants weight the Fisher divergence…