Concepedia

Gábor Lugosi

GL

99

Publications

7.7K

Citations

45

H-Index

1992

Active since

Affiliations

Universitat Pompeu Fabra(Current)

Institució Catalana de Recerca i Estudis Avançats

Budapest Institute

Eötvös Loránd University

McGill University

Gábor Lugosi is an author at Universitat Pompeu Fabra specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceStatisticsMachine LearningStatistical InferenceData ScienceProbabilityComputational ComplexityKnowledge DiscoveryEstimation Theory

Publications per year

1992–2021

99

Publications

99

Consistency of Random Forests and Other Averaging Classifiers

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

Engineering, Machine Learning, Classification Method +16

Theory of Classification: a Survey of Some Recent Advances

Stéphane Boucheron, Olivier Bousquet, Gábor Lugosi · ESAIM Probability and Statistics · 2005 · 419 citations · Full text

Engineering, Machine Learning, Biometrics +19

Combinatorial bandits

Nicolò Cesa‐Bianchi, Gábor Lugosi · Journal of Computer and System Sciences · 2012 · 340 citations

On the Strong Universal Consistency of Nearest Neighbor Regression Function Estimates

Luc Devroye, László Györfi, Adam Krzyżak et al. · The Annals of Statistics · 1994 · 303 citations · Full text

Strong Universal Consistency, Engineering, High-dimensional Method +8

Model Selection and Error Estimation

Peter L. Bartlett, Stéphane Boucheron, Gábor Lugosi · Machine Learning · 2002 · 287 citations · Full text

Parameter Estimation, Uncertainty Quantification, Statistical Inference +3

Rows per page

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