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Homepage of Céline Brouard

Permanent researcher (CRCN) in the MIAT (Applied Mathematics and Computer Science) unit, INRA Toulouse

Research interests

Machine learning, Kernel methods, Optimization
Bioinformatics, Metabolite identification, Biological networks

Contact

Email: celine dot brouard at inrae dot fr
Address: MIAT, INRA Toulouse, BP 52627, 31326 CASTANET cedex FRANCE

Publications

Theses

Resume

Past positions

2014–2018: Postdoc
Aalto University, Espoo (Finland)
KEPACO (Kernel Methods, Pattern Analysis and Computational Metabolomics) research group
Structured output prediction for metabolite identification from tandem mass spectra.

Internships

2009: MSc research intern
Université d'Evry, Evry (France)
Research topic: completion of protein-protein interaction networks using machine learning.

2008: MSc research intern
Université d'Evry, Evry (France)
Research topic: combination of inductive logic programming and statistical learning for supervised inference of biological networks.

Education

2013: PhD
Université d'Evry (France)
Advisors: Florence d'Alché-Buc and Aleksander Edelman
Inference of protein-protein interaction networks using machine learning

2009: MSc in Mathematics and Computer Science for Integrative Biology
Université d'Evry (France)

2008: Master of Engineering
Télécom Bretagne (France)
Specialization: Computer Science and Biomedical