Laurent Jacob

Group lasso with overlap and graph lasso

Laurent Jacob, Guillaume Obozinski, Jean‐Philippe Vert · 2009 · 859 citations

Graph Sparsity, Engineering, Network Analysis +20

Protein-ligand interaction prediction: an improved chemogenomics approach

Laurent Jacob, Jean‐Philippe Vert · Bioinformatics · 2008 · 382 citations · Full text

Clustered Multi-Task Learning: A Convex Formulation

Laurent Jacob, Francis Bach, Jean‐Philippe Vert · arXiv (Cornell University) · 2008 · 284 citations · Full text

Artificial Intelligence, Multiple Instance Learning, Weight Vectors +14

A fast and agnostic method for bacterial genome-wide association studies: Bridging the gap between k-mers and genetic events

Magali Jaillard, Leandro Lima, Maud Tournoud et al. · PLoS Genetics · 2018 · 219 citations · Full text

Statistical Methods for Handling Unwanted Variation in Metabolomics Data

Alysha De Livera, Marko Sysi‐Aho, Laurent Jacob et al. · Analytical Chemistry · 2015 · 200 citations · Full text

Statistical Methods, Biochemistry, Metabolomics Experiment +15