Jean-Philippe Vert
Jean-Philippe Vert
Google Brain / Mines ParisTech
Dirección de correo verificada de mines-paristech.fr - Página principal
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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
14382012
Group lasso with overlap and graph lasso
L Jacob, G Obozinski, JP Vert
Proceedings of the 26th annual international conference on machine learning …, 2009
10532009
Kernel methods in computational biology
B Schölkopf, K Tsuda, JPV Vert
MIT press, 2004
9362004
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
9272015
Machine learning in bioinformatics
P Larranaga, B Calvo, R Santana, C Bielza, J Galdiano, I Inza, JA Lozano, ...
Briefings in bioinformatics 7 (1), 86-112, 2006
8112006
A community effort to assess and improve drug sensitivity prediction algorithms
Nature Biotechnology 32, 1202-1212, 2014
5932014
Clustered multitask learning: A convex relaxation
L Jacob, F Bach, JP Vert
Advances in Neural Information Processing Systems 21, 2009
509*2009
Protein homology detection using string alignment kernels
H Saigo, JP Vert, N Ueda, T Akutsu
Bioinformatics 20 (11), 1682-1689, 2004
4752004
A primer on kernel methods
JP Vert, K Tsuda, B Schölkopf
Kernel Methods in Computational Biology, 35-70, 2004
4672004
Support vector machine applications in computational biology
WS Noble
Kernel methods in computational biology 14, 71-92, 2004
4152004
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
4072008
Consistency of random forests
E Scornet, G Biau, JP Vert
Annals of Statistics 43 (4), 1716-1741, 2015
4012015
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
3902011
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
379*2018
Protein-ligand interaction prediction: an improved chemogenomics approach
L Jacob, JP Vert
Bioinformatics 24 (19), 2149-2156, 2008
3482008
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
3472012
Classification of microarray data using gene networks
F Rapaport, A Zinovyev, M Dutreix, E Barillot, JP Vert
BMC bioinformatics 8 (1), 1-15, 2007
3142007
Protein network inference from multiple genomic data: a supervised approach
Y Yamanishi, JP Vert, M Kanehisa
Bioinformatics 20 (suppl_1), i363-i370, 2004
3022004
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
2952009
An accurate and interpretable model for siRNA efficacy prediction
JP Vert, N Foveau, C Lajaunie, Y Vandenbrouck
BMC bioinformatics 7 (1), 1-17, 2006
2922006
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20