laurent jacob
laurent jacob
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Group lasso with overlap and graph lasso
L Jacob, G Obozinski, JP Vert
Proceedings of the 26th annual international conference on machine learning …, 2009
9822009
Clustered multi-task learning: A convex formulation
L Jacob, F Bach, JP Vert
arXiv preprint arXiv:0809.2085, 2008
4702008
Protein-ligand interaction prediction: an improved chemogenomics approach
L Jacob, JP Vert
Bioinformatics 24 (19), 2149-2156, 2008
3232008
Group lasso with overlaps: the latent group lasso approach
G Obozinski, L Jacob, JP Vert
arXiv preprint arXiv:1110.0413, 2011
1692011
Virtual screening of GPCRs: an in silico chemogenomics approach
L Jacob, B Hoffmann, V Stoven, JP Vert
BMC bioinformatics 9 (1), 1-16, 2008
1242008
Efficient peptide–MHC-I binding prediction for alleles with few known binders
L Jacob, JP Vert
Bioinformatics 24 (3), 358-366, 2008
1222008
A more powerful two-sample test in high dimensions using random projection
ME Lopes, LJ Jacob, MJ Wainwright
arXiv preprint arXiv:1108.2401, 2011
1132011
Statistical methods for handling unwanted variation in metabolomics data
AMD Livera, M Sysi-Aho, L Jacob, JA Gagnon-Bartsch, S Castillo, ...
Analytical chemistry 87 (7), 3606-3615, 2015
1062015
More power via graph-structured tests for differential expression of gene networks
L Jacob, P Neuvial, S Dudoit
The Annals of Applied Statistics, 561-600, 2012
95*2012
Removing unwanted variation from high dimensional data with negative controls
JA Gagnon-Bartsch, L Jacob, TP Speed
Berkeley: Tech Reports from Dep Stat Univ California, 1-112, 2013
812013
Efficient RNA isoform identification and quantification from RNA-Seq data with network flows
E Bernard, L Jacob, J Mairal, JP Vert
Bioinformatics 30 (17), 2447-2455, 2014
712014
Correcting gene expression data when neither the unwanted variation nor the factor of interest are observed
L Jacob, JA Gagnon-Bartsch, TP Speed
Biostatistics 17 (1), 16-28, 2016
662016
Search for a gene expression signature of breast cancer local recurrence in young women
N Servant, MA Bollet, H Halfwerk, K Bleakley, B Kreike, L Jacob, D Sie, ...
Clinical Cancer Research 18 (6), 1704-1715, 2012
662012
A fast and agnostic method for bacterial genome-wide association studies: bridging the gap between kmers and genetic events
M Jaillard, L Lima, M Tournoud, P Mahé, A van Belkum, V Lacroix, ...
PLOS Genetics 14 (11), 1-28, 2018
612018
Machine learning for in silico virtual screening and chemical genomics: new strategies
JP Vert, L Jacob
Combinatorial chemistry & high throughput screening 11 (8), 677-685, 2008
542008
Immunosenescence patterns differ between populations but not between sexes in a long-lived mammal
L Cheynel, JF Lemaître, JM Gaillard, B Rey, G Bourgoin, H Ferté, M Jégo, ...
Scientific reports 7 (1), 1-11, 2017
342017
The cost of growing large: Costs of post‐weaning growth on body mass senescence in a wild mammal
F Douhard, JM Gaillard, M Pellerin, L Jacob, JF Lemaître
Oikos 126 (9), 1329-1338, 2017
312017
Combining calls from multiple somatic mutation-callers
SY Kim, L Jacob, TP Speed
BMC bioinformatics 15 (1), 1-8, 2014
242014
Increasing stability and interpretability of gene expression signatures
AC Haury, L Jacob, JP Vert
Arxiv preprint arXiv:1001.3109, 2010
192010
Biological sequence modeling with convolutional kernel networks
D Chen, L Jacob, J Mairal
Bioinformatics 35 (18), 3294-3302, 2019
16*2019
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