Laurent Jacob

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 8

Top Topics

Structured Data

Convex Formulation

Kernel Function

Top Venues

Publications

Antoine Villié, Philippe Veber, Yohann de Castro, Laurent Jacob
Neural Networks beyond explainability: Selective inference for sequence motifs. Trans. Mach. Learn. Res. 2023 (2023)
Antoine Villié, Philippe Veber, Yohann de Castro, Laurent Jacob
Neural Networks beyond explainability: Selective inference for sequence motifs. CoRR (2022)
Dexiong Chen, Laurent Jacob, Julien Mairal
Convolutional Kernel Networks for Graph-Structured Data. CoRR (2020)
Dexiong Chen, Laurent Jacob, Julien Mairal
Convolutional Kernel Networks for Graph-Structured Data. ICML (2020)
Dexiong Chen, Laurent Jacob, Julien Mairal
Recurrent Kernel Networks. NeurIPS (2019)
Dexiong Chen, Laurent Jacob, Julien Mairal
Biological Sequence Modeling with Convolutional Kernel Networks. RECOMB (2019)
Dexiong Chen, Laurent Jacob, Julien Mairal
Recurrent Kernel Networks. CoRR (2019)
Dexiong Chen, Laurent Jacob, Julien Mairal
Biological sequence modeling with convolutional kernel networks. Bioinform. 35 (18) (2019)
Elsa Bernard, Laurent Jacob, Julien Mairal, Eric Viara, Jean-Philippe Vert
A convex formulation for joint RNA isoform detection and quantification from multiple RNA-seq samples. BMC Bioinform. 16 (2015)
Elsa Bernard, Laurent Jacob, Julien Mairal, Jean-Philippe Vert
Efficient RNA isoform identification and quantification from RNA-Seq data with network flows. Bioinform. 30 (17) (2014)
Su Yeon Kim, Laurent Jacob, Terence P. Speed
Combining calls from multiple somatic mutation-callers. BMC Bioinform. 15 (2014)
Guillaume Obozinski, Laurent Jacob, Jean-Philippe Vert
Group Lasso with Overlaps: the Latent Group Lasso approach CoRR (2011)
Miles Lopes, Laurent Jacob, Martin J. Wainwright
A More Powerful Two-Sample Test in High Dimensions using Random Projection. NIPS (2011)
Laurent Jacob, Guillaume Obozinski, Jean-Philippe Vert
Group lasso with overlap and graph lasso. ICML (2009)
Laurent Jacob, Francis R. Bach, Jean-Philippe Vert
Clustered Multi-Task Learning: A Convex Formulation CoRR (2008)
Laurent Jacob, Jean-Philippe Vert
Efficient peptide-MHC-I binding prediction for alleles with few known binders. Bioinform. 24 (3) (2008)
Laurent Jacob, Francis R. Bach, Jean-Philippe Vert
Clustered Multi-Task Learning: A Convex Formulation. NIPS (2008)
Laurent Jacob, Jean-Philippe Vert
Protein-ligand interaction prediction: an improved chemogenomics approach. Bioinform. 24 (19) (2008)
Laurent Jacob, Brice Hoffmann, Véronique Stoven, Jean-Philippe Vert
chemogenomics approach. BMC Bioinform. 9 (2008)