Pigeonhole Stochastic Gradient Langevin Dynamics for Large Crossed Mixed Effects Models

Xinyu Zhang, Cheng Li

Large crossed mixed effects models with imbalanced structures and missing data pose major computational challenges for standard Bayesian posterior sampling algorithms, as the compu…