599 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- École Nationale Supérieure des Mines de ParisFR13 papers
- InsermFR11 papers
- Institut CurieFR11 papers
- Université Paris Sciences et LettresFR9 papers
- Cancer et génome: Bioinformatique, biostatistiques et épidémiologie des systèmes complexes6 papers
- École Normale Supérieure - PSLFR5 papers
- University of LeicesterGB5 papers
- N. I. Lobachevsky State University of Nizhny NovgorodRU4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Département de mathématiques et applicationsFR3 papers
- Mathématiques Appliquées à Paris 5FR2 papers
- Broad InstituteUS1 paper
Showing 2018 · q-bio.QMShow all
2 papers · 2 filters
q-bio.QM2018★ 3 cited
DropLasso: A robust variant of Lasso for single cell RNA-seq data
Beyrem Khalfaoui, Jean-Philippe Vert
Single-cell RNA sequencing (scRNA-seq) is a fast growing approach to measure the genome-wide transcriptome of many individual cells in parallel, but results in noisy data with many…
q-bio.QM2018★ 9 cited
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models
Marine Le Morvan, Jean-Philippe Vert
Learning sparse linear models with two-way interactions is desirable in many application domains such as genomics. l1-regularised linear models are popular to estimate sparse model…