Ghislain Durif
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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 …
Ghislain Durif
,
Laurent Modolo
,
Jeff E Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
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DOI
OUP
arXiv
BiorXiv
HAL
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
The development of high throughput single-cell sequencing technologies now allows the investigation of the population level diversity …
Ghislain Durif
,
Laurent Modolo
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
Cite
Code
arXiv
BiorXiv
HAL proceeding
HAL paper
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
Cite
Code
DOI
OUP
arXiv
HAL
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
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