Andrew McCormack

Robust Score Matching

Proposed in Hyvärinen (2005), score matching is a statistical estimation procedure that does not require computation of distributional normalizing constants. In this work we utilize the geometric median of means to develop a robust score matching procedure that yields consistent parameter estimates…