Gérard Biau - Concepedia

Author

Gérard Biau

Sorbonne Université ORCID

Also Known As

Biau, Gérard, G. Biau, Gerard Biau, GÉrard Biau, Gérard Biau

113

Publications

2.7K

Citations

H-Index

Concepts

All Affiliations

Sorbonne Université Laboratoire de Statistique Théorique et Appliquée Laboratoire de Probabilités et Modèles Aléatoires Université de Montpellier Département de mathématiques et applications

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	17	19	1.6K
2	Management	1	1	47
3	Public Health	1	1	48
4	Biostatistics	1	1	48
5	Civil Engineering	1	1	88

Gérard Biau

Publications

1.8K

Citations

H-Index

Page 1

	Year	Citations
Consistency of Random Forests and Other Averaging Classifiers Gérard Biau, Luc Devroye, Gábor Lugosi EngineeringMachine LearningClassification MethodData ScienceData Mining	2007	466
Accelerated gradient boosting Gérard Biau, Benoı̂t Cadre, Laurent Rouvìère Machine Learning Machine VisionImage AnalysisData ScienceMachine LearningPattern Recognition	2019	143
Functional Classification in Hilbert Spaces Gérard Biau, Florentina Bunea, Marten Wegkamp IEEE Transactions on Information Theory K-nearest Neighbor ClassificationMachine LearningEngineeringFunctional AnalysisUnsupervised Machine Learning	2005	140
On the Performance of Clustering in Hilbert Spaces Gérard Biau, Luc Devroye, Gábor Lugosi IEEE Transactions on Information Theory Cluster ComputingEngineeringMachine LearningHilbert SpacesComputational Complexity	2008	131
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 Random Forest MethodData ClassificationClassification MethodEngineeringMachine Learning	2010	114
A weighted k-nearest neighbor density estimate for geometric inference Gérard Biau, Frédéric Chazal, David Cohen‐Steiner, Electronic Journal of Statistics Density EstimationMachine VisionEngineeringData ScienceHigh-dimensional Method	2011	92
Estimation of Precipitation by Kriging in the EOF Space of theSea Level Pressure Field Gérard Biau, Eduardo Zorita, Hans von Storch, Journal of Climate EngineeringEof SpaceWeather ForecastingClimate ModelingEarth System Science	1999	88
On the rate of convergence of the bagged nearest neighbor estimate Gérard Biau, Frédéric Cérou, Arnaud Guyader EngineeringMachine LearningUnknown DistributionSize KnOptimal Rate	2010	67
Rates of Convergence of the Functional $k$-Nearest Neighbor Estimate Gérard Biau, Frédéric Cérou, Arnaud Guyader IEEE Transactions on Information Theory Separable Banach SpaceEngineering-Nearest Neighbor EstimateClassical Function SpacesKernel Hilbert Spaces	2010	64
An affine invariant <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si10.gif" display="inline" overflow="scroll"><mml:mi>k</mml:mi></mml:math>-nearest neighbor regression estimate Gérard Biau, Luc Devroye, Vida Dujmović, Journal of Multivariate Analysis Math XmlnsMachine VisionMachine LearningEngineeringPattern Recognition	2012	56

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