Concepedia

Lucien Birgé

LB

23

Publications

3.2K

Citations

19

H-Index

1986

Active since

Affiliations

Laboratoire de Probabilités et Modèles Aléatoires(Current)

Sorbonne Université

Université Paris Cité

Centre National de la Recherche Scientifique

Université Paris-Sud

Lucien Birgé is an author at Laboratoire de Probabilités et Modèles Aléatoires specializing in statistics, engineering, and statistical inference.

Top concepts

StatisticsEngineeringStatistical InferenceEstimation TheoryApproximation TheoryProbabilityData ScienceMachine VisionFunctional AnalysisUncertainty Quantification

Publications per year

1986–2018

23

Publications

23

Risk bounds for model selection via penalization

Andrew R. Barron, Lucien Birgé, Pascal Massart · Probability Theory and Related Fields · 1999 · 640 citations · Full text

Model Optimization, Risk Bounds, High-dimensional Method +3

Gaussian model selection

Lucien Birgé, Pascal Massart · Journal of the European Mathematical Society · 2001 · 463 citations · Full text

Parameter Estimation, Engineering, High-dimensional Method +13

Minimum Contrast Estimators on Sieves: Exponential Bounds and Rates of Convergence

Lucien Birgé, Pascal Massart, Lucien Birgé · Bernoulli · 1998 · 333 citations

Density Estimation, Machine Vision, Image Analysis +14

Minimal Penalties for Gaussian Model Selection

Lucien Birgé, Pascal Massart · Probability Theory and Related Fields · 2006 · 282 citations · Full text

High-dimensional Method, Gaussian Process, Statistical Inference +2

Rates of convergence for minimum contrast estimators

Lucien Birgé, Pascal Massart · Probability Theory and Related Fields · 1993 · 215 citations · Full text

Minimum Contrast Estimators, Engineering, Estimation Statistic +4

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