Concepedia
Statistics
Publications
11
Citations
534
H-Index
Active since
2007
Affiliations
Laboratoire Paul Painlevé(Current)
Centre National de la Recherche Scientifique
Mathématiques et Informatique Appliquées
Université de Lille
AgroParisTech
Alain Célisse is an author at Laboratoire Paul Painlevé specializing in machine learning, inferential statistics, and computing.
Publications per year
2007–2019
A Kernel Multiple Change-point Algorithm via Model Selection
Sylvain Arlot, Alain Célisse, Zaïd Harchaoui · arXiv (Cornell University) · 2012 · 144 citations · Full text
Computing, Computer Science, Mathematics +15
New efficient algorithms for multiple change-point detection with reproducing kernels
Alain Célisse, Guillemette Marot, Morgane Pierre‐Jean et al. · Computational Statistics & Data Analysis · 2018 · 77 citations
Computing, Computer Science, Computer Vision +7
Nonparametric density estimation by exact leave--out cross-validation
Alain Célisse, Stéphane Robin · Computational Statistics & Data Analysis · 2007 · 69 citations
Natural Sciences, Biostatistics, Machine Learning +10
Consistency of maximum-likelihood and variational estimators in the stochastic block model
Alain Célisse, L. Pierre · Electronic Journal of Statistics · 2012 · 67 citations · Full text
Natural Sciences, Biostatistics, Probability Theory +16
A cross-validation based estimation of the proportion of true null hypotheses
Alain Célisse, Stephane S. Robin · Journal of Statistical Planning and Inference · 2010 · 35 citations
Natural Sciences, Biostatistics, Statistics +9
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