I'm a 3rd year PhD student at the Center for computational biology (we call it CBIO, it's easier!) which is part of the INSERM U900/Mines/Curie Bioinformatics unit. I'm advised by Jean-Philippe Vert. We're interested in (molecular) biological problems and intend to help solving them using machine learning, a marriage between applied mathematics and computer science.
I am currently working on biomarker identification for cancer diagnosis or prognosis as well as gene regulatory network inference.
The defense of my PhD is scheduled on Friday, December 14th, 2012 at
the Institut Curie.
Full resume here : french
Haury A-C, Mordelet F, Vera-Licona P, Vert J-P (2012),"TIGRESS: Trustful Inference of Gene REgulation using Stability Selection.", BMC Systems Biology 2012, 6:145. doi:10.1186/1752-0509-6-145 Link.
>> MATLAB code
>> Also have a look at the TIGRESS
Haury A-C, Gestraud P, Vert J-P (2011),"The Influence of Feature Selection Methods on Accuracy, Stability and Interpretability of Molecular Signatures.", PLoS ONE 6(12): e28210. doi:10.1371/journal.pone.0028210. Link.
>> MATLAB Code
Haury A-C, Jacob L, Vert J-P (2010), "Improving stability and interpretability of gene expression signatures.", arXiv 1001.3109. Link
"TIGRESS: Trustful Inference of Gene REgulation using Stability Selection." Haury A-C, Mordelet F, Vera-Licona P, Vert J-P, 2011.
MLCB (NIPS workshop) 2011 , Granada, Spain, December 2011
>> Slides / Video
"The Influence of Feature Selection Methods on Accuracy, Stability and Interpretability of Molecular Signatures." Haury A-C, Gestraud P, Vert J-P, 2011.
MLSB 2010 , Edinburgh, Scottland, October 2010
>> Proceedings / Video
"Selection de signatures a partir de donnees genomiques. Application au diagnostic/pronostic du cancer."
Groupe de travail en statistiques et biostatistiques , Université de Nancy, France, June 2010
Séminaire Mathématiques et Systemes , Ecole des Mines de Paris, France, February 2010
SMPGD 2010, Marseille Luminy, France, January 2010
During Spring 2011, I visited Sandrine Dudoit's team in UC Berkeley for a RNA-seq project.
- 2005 to 2010: Teaching at the University Paris 1, Panthéon-Sorbonne (Real Analysis, Probabilities and Statistics)
- Event 2012: Rencontre Formations/Métiers MASS , University Paris 1, Panthéon-Sorbonne. Organizer.
Event 2009: Rencontre Formations/Metiers MASS, University Paris 1, Panthéon-Sorbonne. Founder and organizer.