Optimizer as Detector: Stochastic Gradient Descent for Latent Mixture Models

Ye Shi, Xiao Jin, Chung-Piaw Teo

Pooling latent subpopulations can obscure relationships and yield misleading regression conclusions, including Simpson's paradox (SP). We propose a detector based on the steady-sta…