I'm assistant professor at TELECOM ParisTech, in the computer science & networks department and in the IC2 research group.
My former position (before September 2008) was full time researcher at the INRIA, member of the AxIS Project.
My research activities are centered around statistical machine learning, especially kernel machines (such as support vector machines) and artificial neural networks. I'm interested in data mining for non standard data, such as functional data and non vector data (described by dissimilarity matrices). My application fields include social networks, spectrometry and business intelligence
One of my recent research work on social network analysis was highlighted in Nature News, in the French newspaper Le Figaro and in the CNRS journal.
I'm associate editor of Neurocomputing, of Neural Processing Letters and of the Journal de la Société Française de Statistique. I'm a member of the scientific committee of ESANN, ESTSP and HAIS.
I've contributed to a few open source software projects, most notably to the GSL (Gnu Scientific Library), for which I've developed some optimization tools. I've also worked on a real time strategy game engine, the Stratagus projects (the original name freecraft was changed after a request from Blizzard). I've written a very simple Java application that demonstrate different path finding algorithm implementations for tile based terrains.
As a very modest contribution to Linux' spread, I've documented post installation configuration needed to have Fedora 9 take full advantage of my Dell Latitude D430. I've switch to a new laptop and I'm writing a similar page for Fedora 10 on a Sony Vaio VGN-Z11WN/B (VGN-Z550N/B).
Most of my teaching activity in computer science and mathematics is done in French with lecture notes written in French. The english ones are available through this page.
You'll find here detailed contact information.
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