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Jean-Philippe Vert
Jean-Philippe Vert
Owkin / PSL University
Email confirmado em owkin.com - Página inicial
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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, 1-11, 2015
20732015
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
19262012
Group lasso with overlap and graph lasso
L Jacob, G Obozinski, JP Vert
Proceedings of the 26th annual international conference on machine learning …, 2009
11772009
Kernel methods in computational biology
B Schölkopf, K Tsuda, JPV Vert
MIT press, 2004
10882004
A community effort to assess and improve drug sensitivity prediction algorithms
Nature Biotechnology 32, 1202-1212, 2014
8142014
Consistency of random forests
E Scornet, G Biau, JP Vert
Annals of Statistics 43 (4), 1716-1741, 2015
7462015
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), 284, 2018
7032018
A primer on kernel methods
JP Vert, K Tsuda, B Schölkopf
Kernel Methods in Computational Biology, 35-70, 2004
6412004
Clustered multitask learning: A convex relaxation
L Jacob, F Bach, JP Vert
Advances in Neural Information Processing Systems 21, 2009
588*2009
Protein homology detection using string alignment kernels
H Saigo, JP Vert, N Ueda, T Akutsu
Bioinformatics 20 (11), 1682-1689, 2004
5032004
TIGRESS: trustful inference of gene regulation using stability selection
AC Haury, F Mordelet, P Vera-Licona, JP Vert
BMC systems biology 6, 1-17, 2012
4972012
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
4972008
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
4902011
Protein-ligand interaction prediction: an improved chemogenomics approach
L Jacob, JP Vert
bioinformatics 24 (19), 2149-2156, 2008
4422008
A bagging SVM to learn from positive and unlabeled examples
F Mordelet, JP Vert
Pattern Recognition Letters 37, 201-209, 2014
3752014
An accurate and interpretable model for siRNA efficacy prediction
JP Vert, N Foveau, C Lajaunie, Y Vandenbrouck
BMC bioinformatics 7, 1-17, 2006
3662006
Clusterpath an algorithm for clustering using convex fusion penalties
TD Hocking, A Joulin, F Bach, JP Vert
28th international conference on machine learning, 1, 2011
3622011
Classification of microarray data using gene networks
F Rapaport, A Zinovyev, M Dutreix, E Barillot, JP Vert
BMC bioinformatics 8, 1-15, 2007
3352007
A kernel for time series based on global alignments
M Cuturi, JP Vert, O Birkenes, T Matsui
2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007
3312007
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
3202011
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