PhD

Divergent clonal differentiation trajectories establish CD8+ memory T~cell heterogeneity during acute viral infections in humans
The CD8+ T cell response to an antigen is composed of many T cell clones with unique T cell receptors, together forming a heterogeneous …
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Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Motivation: The development of high throughput single-cell sequencing technologies now allows the investigation of the population …
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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)
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Research in Computational Molecular Biology, 22nd Annual International Conference RECOMB 2018, Pierre et Marie Curie Campus, Sorbonne University, Paris (France)
Apr 23, 2018 15:20 Pierre et Marie Curie Campus, Sorbonne University, Paris (France)
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
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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 …
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Count-based Probabilistic PCA for single-cell data analysis
ISCB NGS 2017 Structural Variation and Population Genomics, Barcelona Biomedical Research Park, Barcelona (Spain)
Apr 3, 2017 11:25 Barcelona Biomedical Research Park, Barcelona (Spain)
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
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