Sylvain Arlot - Concepedia

Author

Sylvain Arlot

École Normale Supérieure - PSL

Also Known As

ARLOT, Sylvain, Arlot, S. (Sylvain), Arlot, Sylvain, S. Arlot, Sylvain Arlot

Publications

908

Citations

H-Index

Concepts

All Affiliations

École Normale Supérieure - PSL Institut national de recherche en sciences et technologies du numérique Laboratoire de Mathématiques d'Orsay Département d'Informatique Centre National de la Recherche Scientifique

About

Sylvain Arlot is an author at École Normale Supérieure - PSL specializing in engineering, statistics, and statistical inference.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	15	771
2	Data Science	10	10	456
3	Computer Science	7	7	354
4	Biostatistics	5	5	292
5	Public Health	1	1	125

Sylvain Arlot

Publications

849

Citations

H-Index

Page 1

	Year	Citations
A Kernel Multiple Change-point Algorithm via Model Selection Sylvain Arlot, Alain Célisse, Zaïd Harchaoui arXiv (Cornell University) Kernel-based MethodStatistical Signal ProcessingEngineeringMachine LearningPattern Recognition	2012	144
Data-driven calibration of penalties for least-squares regression Sylvain Arlot, Pascal Massart arXiv (Cornell University) EngineeringRegression AnalysisGaussian Homoscedastic RegressionData ScienceRobust Statistic	2008	125
Model selection by resampling penalization Sylvain Arlot Electronic Journal of Statistics Model OptimizationNew FamilyBootstrap ResamplingBootstrap PenalizationMachine Learning	2009	55
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation Sylvain Arlot, Matthieu Lerasle arXiv (Cornell University) Parameter EstimationDensity EstimationEngineeringMachine LearningUncertainty Quantification	2012	55
Consistent change-point detection with kernels Damien Garreau, Sylvain Arlot Electronic Journal of Statistics EngineeringMachine LearningShift DetectionChange DetectionCharacteristic Kernel	2018	52
Multi-task Regression using Minimal Penalties Matthieu Solnon, Sylvain Arlot, Francis Bach arXiv (Cornell University) Mathematical ProgrammingEngineeringMachine LearningTask AnalysisOracle Inequality	2011	49
Estimating the accuracy of satellite ephemerides using the bootstrap method J. Desmars, Sylvain Arlot, Jean-Eudes Arlot, Astronomy and Astrophysics EngineeringPredicted Orbital PositionsGeophysicsOrbit DeterminationSatellite Measurement	2009	47
Analysis of purely random forests bias Sylvain Arlot, Robin Genuer arXiv (Cornell University) Infinite ForestEngineeringData ScienceData MiningDecision Tree	2014	47
Some nonasymptotic results on resampling in high dimension, I: Confidence regions Sylvain Arlot, Gilles Blanchard, Étienne Roquain The Annals of Statistics EngineeringSampling OptimizationMachine LearningRandom VectorStatistical Foundation	2009	43
Metric Learning for Temporal Sequence Alignment Damien Garreau, Rémi Lajugie, Sylvain Arlot, arXiv (Cornell University) EngineeringMachine LearningSimilarity MeasureSequential LearningMetric Learning	2014	37

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