Concepedia

Vladimir Vovk

VV

79

Publications

5.5K

Citations

35

H-Index

1986

Active since

Affiliations

Royal Holloway University of London(Current)

Rutgers, The State University of New Jersey

University of Waterloo

University of London

Vladimir Vovk is an author at Royal Holloway University of London specializing in engineering, data science, and statistics.

Top concepts

EngineeringStatisticsData ScienceComputer ScienceStatistical InferenceMachine LearningProbabilityPredictive AnalyticsManagementKnowledge Discovery

Publications per year

1986–2023

79

Publications

79

Ridge Regression Learning Algorithm in Dual Variables

Craig Saunders, Alex Gammerman, Vladimir Vovk · ePrints Soton (University of Southampton) · 1998 · 802 citations · Full text

A tutorial on conformal prediction

Glenn Shafer, Vladimir Vovk · arXiv (Cornell University) · 2007 · 623 citations · Full text

Engineering, Machine Learning, Data Science +12

Learning by transduction

Alex Gammerman, Vladimir Vovk, Vladimir Vapnik · 1998 · 295 citations · Full text

A Game of Prediction with Expert Advice

Vladimir Vovk · Journal of Computer and System Sciences · 1998 · 289 citations

Artificial Intelligence, Probabilistic Forecasting, Game Theory +10

Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression

Ilia Nouretdinov, Sergi G. Costafreda, Alex Gammerman et al. · NeuroImage · 2010 · 169 citations

Neuroimaging Biomarkers, Classification Method, Engineering +14

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