Ghislain Durif
Ghislain Durif
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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
Ghislain Durif
Sparsity and dimension reduction
Bordeaux Data Science conference, Bordeaux (France)
Apr 4, 2019 12:30 — 13:30
Bordeaux (France)
Ghislain Durif
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)
Ghislain Durif
,
Laurent Modolo
,
Jakob Michaelsson
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
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)
Ghislain Durif
,
Laurent Modolo
,
Jakob Michaelsson
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
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)
Ghislain Durif
,
Laurent Modolo
,
Jakob Michaelsson
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
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 …
Ghislain Durif
,
Laurent Modolo
,
Jakob Michaelsson
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
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publi
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
Ghislain Durif
,
Laurent Modolo
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
Multivariate analysis of high-throughput sequencing data
The statistical analysis of Next-Generation Sequencing data raises many computational challenges regarding modeling and inference, …
Ghislain Durif
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)
Ghislain Durif
,
Franck Picard
,
Sophie Lambert-Lacroix
Adaptive Sparse PLS for Logistic Regression
Statistics seminar, IMAG/SupAgro, Montpellier (France)
Jun 8, 2015 15:00 — 16:00
Montpellier (France)
Ghislain Durif
,
Franck Picard
,
Sophie Lambert-Lacroix
»
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