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Servane Gey
Servane Gey
Université de Paris
Verified email at u-paris.fr
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Cited by
Year
Model selection for CART regression trees
S Gey, E Nedelec
IEEE Transactions on Information Theory 51 (2), 658-670, 2005
1422005
Construction and analysis of a head CT-scan database for craniofacial reconstruction
F Tilotta, F Richard, J Glaunès, M Berar, S Gey, S Verdeille, Y Rozenholc, ...
Forensic science international 191 (1-3), 112. e1-112. e12, 2009
872009
Boosting and instability for regression trees
S Gey, JM Poggi
Computational statistics & data analysis 50 (2), 533-550, 2006
472006
Using CART to detect multiple change points in the mean for large sample
S Gey, E Lebarbier
332008
Influence measures for CART classification trees
A Bar-Hen, S Gey, JM Poggi
Journal of Classification 32, 21-45, 2015
252015
Functional data analysis in sport science: Example of swimmers’ progression curves clustering
A Leroy, A Marc, O Dupas, JL Rey, S Gey
Applied Sciences 8 (10), 1766, 2018
232018
MAGMA: inference and prediction using multi-task Gaussian processes with common mean
A Leroy, P Latouche, B Guedj, S Gey
Machine Learning 111 (5), 1821-1849, 2022
132022
Bornes de risque, détection de ruptures, boosting: trois thèmes statistiques autour de CART en régression
S Gey
Paris 11, 2002
112002
Risk bounds for embedded variable selection in classification trees
S Gey, T Mary-Huard
IEEE Transactions on Information Theory 60 (3), 1688-1699, 2014
102014
Risk bounds for cart classifiers under a margin condition
S Gey
Pattern Recognition 45 (9), 3523-3534, 2012
102012
Cluster-specific predictions with multi-task gaussian processes
A Leroy, P Latouche, B Guedj, S Gey
Journal of Machine Learning Research 24 (5), 1-49, 2023
82023
Vapnik–Chervonenkis dimension of axis-parallel cuts
S Gey
Communications in Statistics-Theory and Methods 47 (9), 2291-2296, 2018
72018
Risk bounds for CART regression trees
S Gey, E Nedelec
Nonlinear Estimation and Classification, 369-379, 2003
72003
A CART Based Algorithm for Detection of Multiple Change Points in the Mean for Large Samples
S Gey, E Lebarbier
Université de Paris-Sud. Département de Mathématique, 2002
62002
Spatial CART classification trees
A Bar-Hen, S Gey, JM Poggi
Computational Statistics, 1-23, 2021
42021
Statistical Facial reconstruction by tree functional regression on surfaces
F Tilotta, S Gey, J Glaunès, F Richard, S Verdeille, JF Gaudy, ...
Proc. of the third Mediterranean Academy of Forensic Sciences Congress …, 2007
32007
Boosting and instability for regression trees
S Gey, JM Poggi
Université de Paris-Sud. Département de Mathématique, 2002
32002
Influence functions for CART
AB Hen, S Gey, JM Poggi
22014
Risk bounds for cart classifiers under a margin condition
S Gey
stat 1050, 2, 2010
22010
Margin adaptive risk bounds for classification trees
S Gey
stat, 2009
22009
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