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math.ST2019★ 1 cited
Consistent Regression using Data-Dependent Coverings
Vincent Margot, Jean-Patrick Baudry, Frédéric Guilloux +1
In this paper, we introduce a novel method to generate interpretable regression function estimators. The idea is based on called data-dependent coverings. The aim is to extract fro…
math.ST2012
Estimation and Model Selection for Model-Based Clustering with the Conditional Classification Likelihood
Jean-Patrick Baudry
The Integrated Completed Likelihood (ICL) criterion has been proposed by Biernacki et al. (2000) in the model-based clustering framework to select a relevant number of classes and…