Concepedia

Gérard Biau

GB

22

Publications

1.8K

Citations

20

H-Index

1999

Active since

Affiliations

Sorbonne Université(Current)

Laboratoire de Statistique Théorique et Appliquée

Laboratoire de Probabilités et Modèles Aléatoires

Université de Montpellier

Département de mathématiques et applications

Gérard Biau is an author at Sorbonne Université specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsStatistical InferenceEstimation TheoryMachine LearningPattern RecognitionData ScienceKnowledge DiscoveryData MiningComputer Science

Publications per year

1999–2019

22

Publications

22

Consistency of Random Forests and Other Averaging Classifiers

Gérard Biau, Luc Devroye, Gábor Lugosi · 2007 · 466 citations

Engineering, Machine Learning, Classification Method +16

Accelerated gradient boosting

Gérard Biau, Benoı̂t Cadre, Laurent Rouvìère · Machine Learning · 2019 · 143 citations · Full text

Machine Vision, Image Analysis, Data Science +8

Functional Classification in Hilbert Spaces

Gérard Biau, Florentina Bunea, Marten Wegkamp · IEEE Transactions on Information Theory · 2005 · 140 citations

K-nearest Neighbor Classification, Machine Learning, Engineering +19

On the Performance of Clustering in Hilbert Spaces

Gérard Biau, Luc Devroye, Gábor Lugosi · IEEE Transactions on Information Theory · 2008 · 131 citations

Cluster Computing, Engineering, Machine Learning +18

On the layered nearest neighbour estimate, the bagged nearest neighbour estimate and the random forest method in regression and classification

Gérard Biau, Luc Devroye · Journal of Multivariate Analysis · 2010 · 114 citations

Random Forest Method, Data Classification, Classification Method +13

Rows per page

1–5 of 22