Laurent Jacob

20 papers A* 3B 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
Neural Networks beyond explainability: Selective inference for sequence motifs.
Trans. Mach. Learn. Res.
Antoine Villié, Philippe Veber, Yohann de Castro, Laurent Jacob
2022 J jnl
CALDERA: finding all significant de Bruijn subgraphs for bacterial GWAS.
Bioinform.
Hector Roux de Bézieux, Leandro Lima, Fanny Perraudeau, Arnaud Mary, Sandrine Dudoit, Laurent Jacob
2022 J jnl
Neural Networks beyond explainability: Selective inference for sequence motifs.
CoRR
Antoine Villié, Philippe Veber, Yohann de Castro, Laurent Jacob
2020 A* conf
Convolutional Kernel Networks for Graph-Structured Data.
ICML
Dexiong Chen, Laurent Jacob, Julien Mairal
2020 J jnl
Convolutional Kernel Networks for Graph-Structured Data.
CoRR
Dexiong Chen, Laurent Jacob, Julien Mairal
2019 B conf
Biological Sequence Modeling with Convolutional Kernel Networks.
RECOMB
Dexiong Chen, Laurent Jacob, Julien Mairal
2019 J jnl
Biological sequence modeling with convolutional kernel networks.
Bioinform.
Dexiong Chen, Laurent Jacob, Julien Mairal
2019 A* conf
Recurrent Kernel Networks.
NeurIPS
Dexiong Chen, Laurent Jacob, Julien Mairal
2019 J jnl
Recurrent Kernel Networks.
CoRR
Dexiong Chen, Laurent Jacob, Julien Mairal
2015 J jnl
A convex formulation for joint RNA isoform detection and quantification from multiple RNA-seq samples.
BMC Bioinform.
Elsa Bernard, Laurent Jacob, Julien Mairal, Eric Viara, Jean-Philippe Vert
2014 J jnl
Combining calls from multiple somatic mutation-callers.
BMC Bioinform.
Su Yeon Kim, Laurent Jacob, Terence P. Speed
2014 J jnl
Efficient RNA isoform identification and quantification from RNA-Seq data with network flows.
Bioinform.
Elsa Bernard, Laurent Jacob, Julien Mairal, Jean-Philippe Vert
2011 — conf
A More Powerful Two-Sample Test in High Dimensions using Random Projection.
NIPS
Miles Lopes, Laurent Jacob, Martin J. Wainwright
2011 J jnl
Group Lasso with Overlaps: the Latent Group Lasso approach
CoRR
Guillaume Obozinski, Laurent Jacob, Jean-Philippe Vert
2009 A* conf
Group lasso with overlap and graph lasso.
ICML
Laurent Jacob, Guillaume Obozinski, Jean-Philippe Vert
2008 J jnl
Clustered Multi-Task Learning: A Convex Formulation
CoRR
Laurent Jacob, Francis R. Bach, Jean-Philippe Vert
2008 — conf
Clustered Multi-Task Learning: A Convex Formulation.
NIPS
Laurent Jacob, Francis R. Bach, Jean-Philippe Vert
2008 J jnl
Efficient peptide-MHC-I binding prediction for alleles with few known binders.
Bioinform.
Laurent Jacob, Jean-Philippe Vert
2008 J jnl
Protein-ligand interaction prediction: an improved chemogenomics approach.
Bioinform.
Laurent Jacob, Jean-Philippe Vert
2008 J jnl
Virtual screening of GPCRs: An
BMC Bioinform.
Laurent Jacob, Brice Hoffmann, Véronique Stoven, Jean-Philippe Vert