Stochastic Proximal Gradient Algorithms for Penalized Mixed Models

Gersende Fort, Edouard Ollier, Adeline Samson

Motivated by penalized likelihood maximization in complex models, we study optimization problems where neither the function to optimize nor its gradient have an explicit expression…