40 citations · 40 across the 4 of their papers we have counts for
3 papers
stat.ME2016★ 40 cited
Robust mixture of experts modeling using the distribution
Faicel Chamroukhi
Mixture of Experts (MoE) is a popular framework for modeling heterogeneity in data for regression, classification, and clustering. For regression and cluster analyses of continuous…
stat.ME2016
Robust mixture of experts modeling using the skew distribution
Faicel Chamroukhi
Mixture of Experts (MoE) is a popular framework in the fields of statistics and machine learning for modeling heterogeneity in data for regression, classification and clustering. M…
stat.ME2014
Unsupervised learning of regression mixture models with unknown number of components
Faicel Chamroukhi
Regression mixture models are widely studied in statistics, machine learning and data analysis. Fitting regression mixtures is challenging and is usually performed by maximum likel…