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2020 – today
- 2023
[j8]Antoine Villié, Philippe Veber, Yohann de Castro, Laurent Jacob:
Neural Networks beyond explainability: Selective inference for sequence motifs. Trans. Mach. Learn. Res. 2023 (2023)- 2022
- [i5]Antoine Villié
, Philippe Veber, Yohann de Castro, Laurent Jacob:
Neural Networks beyond explainability: Selective inference for sequence motifs. CoRR abs/2212.12542 (2022) - 2020
- [c6]Dexiong Chen, Laurent Jacob, Julien Mairal:
Convolutional Kernel Networks for Graph-Structured Data. ICML 2020: 1576-1586 - [i4]Dexiong Chen, Laurent Jacob, Julien Mairal:
Convolutional Kernel Networks for Graph-Structured Data. CoRR abs/2003.05189 (2020)
2010 – 2019
- 2019
- [j7]Dexiong Chen, Laurent Jacob, Julien Mairal:
Biological sequence modeling with convolutional kernel networks. Bioinform. 35(18): 3294-3302 (2019) - [c5]Dexiong Chen, Laurent Jacob, Julien Mairal:
Recurrent Kernel Networks. NeurIPS 2019: 13431-13442 - [c4]Dexiong Chen, Laurent Jacob, Julien Mairal:
Biological Sequence Modeling with Convolutional Kernel Networks. RECOMB 2019: 292-293 - [i3]Dexiong Chen, Laurent Jacob, Julien Mairal:
Recurrent Kernel Networks. CoRR abs/1906.03200 (2019) - 2015
- [j6]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: 262:1-262:10 (2015) - 2014
- [j5]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): 2447-2455 (2014) - [j4]Su Yeon Kim, Laurent Jacob, Terence P. Speed:
Combining calls from multiple somatic mutation-callers. BMC Bioinform. 15: 154 (2014) - 2011
- [c3]Miles Lopes, Laurent Jacob, Martin J. Wainwright:
A More Powerful Two-Sample Test in High Dimensions using Random Projection. NIPS 2011: 1206-1214 - [i2]Guillaume Obozinski, Laurent Jacob, Jean-Philippe Vert:
Group Lasso with Overlaps: the Latent Group Lasso approach. CoRR abs/1110.0413 (2011)
2000 – 2009
- 2009
- [c2]Laurent Jacob, Guillaume Obozinski, Jean-Philippe Vert:
Group lasso with overlap and graph lasso. ICML 2009: 433-440 - 2008
- [j3]Laurent Jacob, Jean-Philippe Vert:
Efficient peptide-MHC-I binding prediction for alleles with few known binders. Bioinform. 24(3): 358-366 (2008) - [j2]Laurent Jacob, Jean-Philippe Vert:
Protein-ligand interaction prediction: an improved chemogenomics approach. Bioinform. 24(19): 2149-2156 (2008) - [j1]Laurent Jacob, Brice Hoffmann, Véronique Stoven, Jean-Philippe Vert:
Virtual screening of GPCRs: An in silico chemogenomics approach. BMC Bioinform. 9 (2008) - [c1]Laurent Jacob, Francis R. Bach, Jean-Philippe Vert:
Clustered Multi-Task Learning: A Convex Formulation. NIPS 2008: 745-752 - [i1]Laurent Jacob, Francis R. Bach, Jean-Philippe Vert:
Clustered Multi-Task Learning: A Convex Formulation. CoRR abs/0809.2085 (2008)
Coauthor Index
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