Sophie Lambert‐Lacroix

Classification using partial least squares with penalized logistic regression

Gersende Fort, Sophie Lambert‐Lacroix · Bioinformatics · 2004 · 194 citations

Effective dimension reduction methods for tumor classificationusing gene expression data

Anestis Antoniadis, Sophie Lambert‐Lacroix, Frédérique Leblanc · Bioinformatics · 2003 · 188 citations · Full text

Robust regression through the Huber’s criterion and adaptive lasso penalty

Sophie Lambert‐Lacroix, Laurent Zwald · Electronic Journal of Statistics · 2011 · 149 citations · Full text

Wavelet‐Based Clustering for Mixed‐Effects Functional Models in High Dimension

Madison Giacofci, Sophie Lambert‐Lacroix, Guillemette Marot et al. · Biometrics · 2013 · 100 citations

Random forest of perfect trees: concept, performance, applications and perspectives

Jean‐Michel Nguyen, Pascal Jézéquel, Pierre Gillois et al. · Bioinformatics · 2021 · 57 citations · Full text