Concepedia

Nicolas Vayatis

NV

46

Publications

2.9K

Citations

24

H-Index

2003

Active since

Affiliations

Centre National de la Recherche Scientifique(Current)

École Normale Supérieure Paris-Saclay

Université Paris Cité

Télécom Paris

Laboratoire Traitement et Communication de l’Information

Nicolas Vayatis is an author at Centre National de la Recherche Scientifique specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPattern RecognitionData MiningKnowledge DiscoveryStatisticsSignal ProcessingMachine Vision

Publications per year

2003–2022

46

Publications

46

Selective review of offline change point detection methods

Charles Truong, Laurent Oudre, Nicolas Vayatis · Signal Processing · 2019 · 1.1K citations · Full text

Machine Vision, Engineering, Data Science +7

Ranking and Empirical Minimization of U-statistics

Stéphan Clémençon, Gábor Lugosi, Nicolas Vayatis · The Annals of Statistics · 2008 · 278 citations · Full text

On the Bayes-risk consistency of regularized boosting methods

Gábor Lugosi, Nicolas Vayatis · The Annals of Statistics · 2004 · 184 citations

Bayes-risk Consistency, Boosting Works, Engineering +16

Estimation of Simultaneously Sparse and Low Rank Matrices

Émile Richard, Pierre-André Savalle, Nicolas Vayatis · arXiv (Cornell University) · 2012 · 114 citations · Full text

Mathematical Programming, Graph Sparsity, Engineering +17

On the rate of convergence of regularized boosting classifiers

Gilles Blanchard, Gábor Lugosi, Nicolas Vayatis · Journal of Machine Learning Research · 2003 · 109 citations

Mathematical Programming, Engineering, Machine Learning +16

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