High-dimensional data

Adaptive Sparse PLS for Logistic Regression
47èmes Journées de Statistique de la SFdS (JdS), Lille University, Lille (France)
Jun 2, 2015 17:15 — 17:15 Lille University, Lille (France)
Adaptive Sparse PLS for Logistic Regression
Statistical Methods for Post-Genomic Data (SMPGD) 2015, Ludwig-Maximilians-Universität, Munich (Germany)
Feb 13, 2015 15:00 — 15:15 Ludwig-Maximilians-Universität, Munich (Germany)
Adaptive Spare PLS for Logistic Regression: Dimension reduction, variable selection and classification
Statistics seminar, Laboratoire MAP5, Paris-Descartes University, Paris (France)
Feb 6, 2015 09:30 — 10:30 Paris-Descartes University, Paris (France)
pCMF
Probabilistic count matrix factorization for single cell transcriptomic data analyses (dimension reduction, visualization).
Jan 15, 2015 PhD, ABS4NGS, genomics, statistics, single-cell
Publi Code (package) Code (experiments)
plsgenomics
Supervised methods for dimension reduction in classification and regression framework (in particular PLS-based routines for genomic data analyses).
Sep 15, 2014 PdD, ABS4NGS, genomics, statistics
CRAN Code Publi
Réduction de dimension, sélection de variables et classification supervisée: Sparse PLS et modèle linéaire généralisé (french)
Statistics seminar, Laboratoire J.-A. Dieudonné, Nice-Sophia-Antipolis University, Nice (France)
Sep 4, 2014 14:00 — 15:00 Nice-Sophia-Antipolis University, Nice (France)
Multivariate analysis and dimension reduction: Sparse PLS, a comparative study
Statistics for System Biology seminar, INRA/AgroParisTech, Paris (France)
Sep 17, 2013 14:00 — 15:00 INRA/AgroParisTech, Paris (France)
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