Suivre
Jean-Philippe Vert
Jean-Philippe Vert
Google Brain / Mines ParisTech
Adresse e-mail validée de mines-paristech.fr - Page d'accueil
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Année
Wisdom of crowds for robust gene network inference
D Marbach, JC Costello, R Küffner, NM Vega, RJ Prill, DM Camacho, ...
Nature methods 9 (8), 796-804, 2012
15102012
HiC-Pro: an optimized and flexible pipeline for Hi-C data processing
N Servant, N Varoquaux, BR Lajoie, E Viara, CJ Chen, JP Vert, E Heard, ...
Genome biology 16 (1), 1-11, 2015
10592015
Group lasso with overlap and graph lasso
L Jacob, G Obozinski, JP Vert
Proceedings of the 26th annual international conference on machine learning …, 2009
10452009
Kernel methods in computational biology
B Schölkopf, K Tsuda, JPV Vert
MIT press, 2004
9592004
A community effort to assess and improve drug sensitivity prediction algorithms
Nature Biotechnology 32, 1202-1212, 2014
6132014
Clustered multitask learning: A convex relaxation
L Jacob, F Bach, JP Vert
Advances in Neural Information Processing Systems 21, 2009
509*2009
A primer on kernel methods
JP Vert, K Tsuda, B Schölkopf
Kernel Methods in Computational Biology, 35-70, 2004
4942004
Protein homology detection using string alignment kernels
H Saigo, JP Vert, N Ueda, T Akutsu
Bioinformatics 20 (11), 1682-1689, 2004
4792004
A general and flexible method for signal extraction from single-cell RNA-seq data
D Risso, F Perraudeau, S Gribkova, S Dudoit, JP Vert
Nature communications 9 (1), 1-17, 2018
4292018
Consistency of random forests
E Scornet, G Biau, JP Vert
Annals of Statistics 43 (4), 1716-1741, 2015
4282015
A path following algorithm for the graph matching problem
M Zaslavskiy, F Bach, JP Vert
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (12), 2227 …, 2008
4092008
The influence of feature selection methods on accuracy, stability and interpretability of molecular signatures
AC Haury, P Gestraud, JP Vert
PloS one 6 (12), e28210, 2011
3962011
TIGRESS: trustful inference of gene regulation using stability selection
AC Haury, F Mordelet, P Vera-Licona, JP Vert
BMC systems biology 6 (1), 1-17, 2012
3702012
Protein-ligand interaction prediction: an improved chemogenomics approach
L Jacob, JP Vert
bioinformatics 24 (19), 2149-2156, 2008
3662008
Classification of microarray data using gene networks
F Rapaport, A Zinovyev, M Dutreix, E Barillot, JP Vert
BMC bioinformatics 8 (1), 1-15, 2007
3132007
An accurate and interpretable model for siRNA efficacy prediction
JP Vert, N Foveau, C Lajaunie, Y Vandenbrouck
BMC bioinformatics 7 (1), 1-17, 2006
3002006
Protein network inference from multiple genomic data: a supervised approach
Y Yamanishi, JP Vert, M Kanehisa
Bioinformatics 20 (suppl_1), i363-i370, 2004
2982004
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization.
J Abernethy, F Bach, T Evgeniou, JP Vert
Journal of Machine Learning Research 10 (3), 2009
2922009
Graph kernels based on tree patterns for molecules
P Mahé, JP Vert
Machine learning 75 (1), 3-35, 2009
2872009
Control-free calling of copy number alterations in deep-sequencing data using GC-content normalization
V Boeva, A Zinovyev, K Bleakley, JP Vert, I Janoueix-Lerosey, O Delattre, ...
Bioinformatics 27 (2), 268-269, 2011
2822011
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