Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models

Faïcel Chamroukhi, Florian Lecocq, Hien D. Nguyen

Mixtures-of-Experts models and their maximum likelihood estimation (MLE) via the EM algorithm have been thoroughly studied in the statistics and machine learning literature. They a…