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stat.ME2019★ 4 cited
Regularized Estimation and Feature Selection in Mixtures of Generalized Linear Experts
Bao Tuyen Huynh, Thin Nguyen-Van, Faicel Chamroukhi +1
Mixtures of experts (MoE) are conditional mixture models in which both the mixing proportions and the component densities depend on the predictors, and are widely used for regressi…
stat.ME2015★ 6 cited
Non-Normal Mixtures of Experts
Faicel Chamroukhi
Mixture of Experts (MoE) is a popular framework for modeling heterogeneity in data for regression, classification and clustering. For continuous data which we consider here in the…