Connecting Score Matching, Maximum Likelihood, and Expectation-Maximization in Mixed Linear Regression

Zhankun Luo, Abolfazl Hashemi

We study variance-preserving diffusion of the response in mixed linear regression (MLR) with unknown mixing weights. Our analysis separates the statistical guarantees of score matc…