Concepedia

Gilles Blanchard

GB

36

Publications

2.2K

Citations

23

H-Index

2003

Active since

Affiliations

University of Potsdam(Current)

University of Michigan

Centre National de la Recherche Scientifique

Laboratoire de Mathématiques d'Orsay

Laboratoire de Probabilités et Modèles Aléatoires

Gilles Blanchard is an author at University of Potsdam specializing in engineering, statistical inference, and computer science.

Top concepts

EngineeringStatistical InferenceStatisticsComputer SciencePattern RecognitionData ScienceMachine LearningKnowledge DiscoveryData MiningSupervised Learning

Publications per year

2003–2021

36

Publications

36

Generalizing from Several Related Classification Tasks to a New Unlabeled Sample

Gilles Blanchard, Gyemin Lee, Clayton Scott · 2011 · 245 citations

Semi-supervised novelty detection

Gilles Blanchard, Gyemin Lee, Clayton Scott · 2009 · 210 citations · Full text

Statistical performance of support vector machines

Gilles Blanchard, Olivier Bousquet, Pascal Massart · The Annals of Statistics · 2008 · 167 citations · Full text

Domain Generalization by Marginal Transfer Learning

Gilles Blanchard, Aniket Anand Deshmukh, Ürün Doǧan et al. · arXiv (Cornell University) · 2017 · 146 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Adaptive false discovery rate control under independence and dependence

Gilles Blanchard, Étienne Roquain · 2009 · 141 citations

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