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hal-00009241v2
Pré-publication, Document de travail
Guillaume Lecué. Simultaneous adaptation to the margin and to complexity in classification 30 pages; To appear in the Annals of Statistics. 2006 |
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hal-00021477v1
Pré-publication, Document de travail
Guillaume Lecué. Optimal oracle inequality for aggregation of classifiers under low noise condition accepted to COLT 2006. 2006 |
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tel-00654100v1
HDR
Guillaume Lecué. Interplay between concentration, complexity and geometry in learning theory with applications to high dimensional data analysis Other Statistics [stat.ML]. Université Paris-Est, 2011 |
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hal-00021233v2
Article dans une revue
Guillaume Lecué. Optimal rates of aggregation in classification under low noise assumption Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2007, 13 (4), pp.1000-1022. <10.3150/07-BEJ6044> |
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hal-01564223v1
Pré-publication, Document de travail
Guillaume Lecué, Matthieu Lerasle. Learning from MOM's principles : Le Cam's approach 2017 |
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