Jean-Philippe Vert
Jean-Philippe Vert
Google Brain / Mines ParisTech
Verified email at mines-paristech.fr - Homepage
Title
Cited by
Cited by
Year
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
12252012
Group lasso with overlap and graph lasso
L Jacob, G Obozinski, JP Vert
Proceedings of the 26th annual international conference on machine learning …, 2009
9002009
Kernel methods in computational biology
B Schölkopf, K Tsuda, JP Vert
MIT press, 2004
8192004
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), 259, 2015
4612015
Protein homology detection using string alignment kernels
H Saigo, JP Vert, N Ueda, T Akutsu
Bioinformatics 20 (11), 1682-1689, 2004
4602004
A community effort to assess and improve drug sensitivity prediction algorithms
Nature Biotechnology 32, 1202-1212, 2014
4392014
Clustered multi-task learning: A convex formulation
L Jacob, J Vert, FR Bach
Advances in neural information processing systems, 745-752, 2009
4192009
Support vector machine applications in computational biology
WS Noble
Kernel methods in computational biology 71, 92, 2004
3712004
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
3482008
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
3232011
Protein-ligand interaction prediction: an improved chemogenomics approach
L Jacob, JP Vert
Bioinformatics 24 (19), 2149-2156, 2008
3022008
A primer on kernel methods
JP Vert, K Tsuda, B Schölkopf
Kernel methods in computational biology 47, 35-70, 2004
3002004
Classification of microarray data using gene networks
F Rapaport, A Zinovyev, M Dutreix, E Barillot, JP Vert
BMC bioinformatics 8 (1), 35, 2007
2912007
Protein network inference from multiple genomic data: a supervised approach
Y Yamanishi, JP Vert, M Kanehisa
Bioinformatics 20 (suppl_1), i363-i370, 2004
2872004
TIGRESS: trustful inference of gene regulation using stability selection
AC Haury, F Mordelet, P Vera-Licona, JP Vert
BMC systems biology 6 (1), 145, 2012
2682012
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
2662009
An accurate and interpretable model for siRNA efficacy prediction
JP Vert, N Foveau, C Lajaunie, Y Vandenbrouck
BMC bioinformatics 7 (1), 520, 2006
2592006
Consistency of random forests
E Scornet, G Biau, JP Vert
Annals of Statistics 43 (4), 1716-1741, 2015
2562015
Graph kernels based on tree patterns for molecules
P Mahé, JP Vert
Machine learning 75 (1), 3-35, 2009
2522009
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
2412011
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