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Profile
| Academic position | Full Professor |
|---|---|
| Research fields | Statistics,Artificial Intelligence and Machine Learning Methods |
| Keywords | Multiple testing, Machine learning, Model Selection, Kernel methods, Regularization |
Current contact address
| Country | France |
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| City | Orsay |
| Institution | Universite Paris-Saclay |
| Institute | Faculte des Sciences d'Orsay |
Host during sponsorship
| Prof. Dr. Klaus-Robert Müller | Fraunhofer-Institut für Rechnerarchitektur und Softwaretechnik (FIRST), Berlin |
|---|---|
| Start of initial sponsorship | 01/10/2003 |
Programme(s)
| 2003 | Humboldt Research Fellowship Programme |
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Publications (partial selection)
| 2004 | Gilles Blanchard, benjamin Blankertz: BCI competition 2003 -- data set IIa: Spatial patterns of self-controlled brain rhythm modulations. In: IEEE Transactions on Biomedical Engineering, 2004, 1062-1066 |
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| 2004 | Gilles Blanchard: Different paradigms for choosing sequential reweighting algorithms.. In: Neural Computation, 2004, 811-836 |
| 2004 | Gilles Blanchard, Christin Schäfer, Yves Rozenholc: Oracle bounds and exact algorithm for dyadic classification trees. In: J. Shawe-Taylor, Y. Singer, Proceedings of the 17th. Conference on Learning Theory (COLT 2004). Springer, 2004. 378-392 |
| 2004 | Olivier Bousquet, Laurent Zwald, Gilles Blanchard: Statistical properties of kernel principal component analysis. In: J. Shawe-Taylor, Y. Singer, Proceedings of the 17th. Conference on Learning Theory (COLT 2004). Springer, 2004. 594-608 |