High-dimensional data

Dimension reduction for Single Cell Expression Data Analysis
Seminar of the Chromatin and cell biology team, Institute of Human Genetics (IGH), Montpellier (France)
Nov 20, 2019 09:30 — 09:30
Sparsity and dimension reduction
Bordeaux Data Science conference, Bordeaux (France)
Apr 4, 2019 12:30 — 13:30 Bordeaux (France)
Multivariate analysis of single cell genomic expression data
Paris Single Cell Day (PASIC) 2018, Muséum National d’Histoire Naturelle de Paris, Paris (France)
Oct 4, 2018 13:00 Muséum National d'Histoire Naturelle de Paris, Paris (France)
High Dimensional Classification with combined Adaptive Sparse PLS and Logistic Regression
Statistical modeling Seminar, IRMA, Strasbourg University, Strasbourg (France)
Jun 4, 2018 15:00 — 16:00 Strasbourg University, Strasbourg (France)
High Dimensional Classification with combined Adaptive Sparse PLS and Logistic Regression
Statistics seminar, Laboratoire Jean Kuntzmann (LJK), Grenoble Alpes University, Grenoble (France)
May 3, 2018 14:00 — 15:00 Grenoble Alpes University, Grenoble (France)
High dimensional classification with combined adaptive sparse PLS and logistic regression
MotivationThe high dimensionality of genomic data calls for the development of specific classification methodologies, especially to …
Cite DOI HAL URL arXiv software
Multivariate statistics for single-data data analysis: zero-inflated count matrix factorization for data exploration and sparse PLS-based logistic regression for classification
StatOmique group meeting, AgroParisTech, Paris (France)
Mar 27, 2017 13:00 — 14:00
Multivariate analysis of high-throughput sequencing data
The statistical analysis of Next-Generation Sequencing data raises many computational challenges regarding modeling and inference, …
Cite HAL
Adaptive Sparse PLS for Logistic Regression
Journées du GDR Stat et Santé, Paris Descartes University, Paris (France)
Jun 12, 2015 11:37 Paris Descartes University, Paris (France)
Adaptive Sparse PLS for Logistic Regression
Statistics seminar, IMAG/SupAgro, Montpellier (France)
Jun 8, 2015 15:00 — 16:00 Montpellier (France)
´