Concepedia

Sylvain Arlot

SA

18

Publications

849

Citations

16

H-Index

2008

Active since

Affiliations

École Normale Supérieure - PSL(Current)

Institut national de recherche en sciences et technologies du numérique

Laboratoire de Mathématiques d'Orsay

Département d'Informatique

Centre National de la Recherche Scientifique

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

Top concepts

EngineeringStatisticsStatistical InferenceData ScienceMachine LearningEstimation TheoryComputer ScienceBiostatisticsPattern RecognitionData Mining

Publications per year

2008–2019

18

Publications

18

A Kernel Multiple Change-point Algorithm via Model Selection

Sylvain Arlot, Alain Célisse, Zaïd Harchaoui · arXiv (Cornell University) · 2012 · 144 citations · Full text

Kernel-based Method, Statistical Signal Processing, Engineering +12

Data-driven calibration of penalties for least-squares regression

Sylvain Arlot, Pascal Massart · arXiv (Cornell University) · 2008 · 125 citations · Full text

Engineering, Regression Analysis, Gaussian Homoscedastic Regression +16

Model selection by resampling penalization

Sylvain Arlot · Electronic Journal of Statistics · 2009 · 55 citations · Full text

Model Optimization, New Family, Bootstrap Resampling +10

Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation

Sylvain Arlot, Matthieu Lerasle · arXiv (Cornell University) · 2012 · 55 citations · Full text

Parameter Estimation, Density Estimation, Engineering +13

Consistent change-point detection with kernels

Damien Garreau, Sylvain Arlot · Electronic Journal of Statistics · 2018 · 52 citations · Full text

Engineering, Machine Learning, Shift Detection +17

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