Sébastien Gadat
Sébastien Gadat
Professor, Toulouse School of Economics
Verifierad e-postadress på math.univ-toulouse.fr - Startsida
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A stochastic algorithm for feature selection in pattern recognition
S Gadat, L Younes
Journal of Machine Learning Research 8 (Mar), 509-547, 2007
On the long time behavior of second order differential equations with asymptotically small dissipation
A Cabot, H Engler, S Gadat
Transactions of the American Mathematical Society 361 (11), 5983-6017, 2009
A deconvolution approach to estimation of a common shape in a shifted curves model
J Bigot, S Gadat
The Annals of Statistics 38 (4), 2422-2464, 2010
Statistical M-estimation and consistency in large deformable models for image warping
J Bigot, S Gadat, JM Loubes
Journal of Mathematical Imaging and Vision 34 (3), 270-290, 2009
Second-order differential equations with asymptotically small dissipation and piecewise flat potentials.
A Cabot, H Engler, S Gadat
Electronic Journal of Differential Equations (EJDE)[electronic only] 2009, 33-38, 2009
Selection of biologically relevant genes with a wrapper stochastic algorithm
KA Lê Cao, O Gonçalves, P Besse, S Gadat
Statistical Applications in Genetics and Molecular Biology 6 (1), 2007
Spectral decompositions and $\LL^ 2$-operator norms of toy hypocoercive semi-groups
S Gadat, L Miclo
Multiclass classification and gene selection with a stochastic algorithm
KA Lê Cao, A Bonnet, S Gadat
Computational Statistics & Data Analysis 53 (10), 3601-3615, 2009
Individual human cytotoxic T lymphocytes exhibit intraclonal heterogeneity during sustained killing
Z Vasconcelos, S Müller, D Guipouy, W Yu, C Christophe, S Gadat, ...
Cell Reports 11 (9), 1474-1485, 2015
Stochastic heavy ball
S Gadat, F Panloup, S Saadane
Electronic Journal of Statistics 12 (1), 461-529, 2018
Long time behaviour and stationary regime of memory gradient diffusions
S Gadat, F Panloup
Annales de l'IHP Probabilités et statistiques 50 (2), 564-601, 2014
Intensity estimation of non-homogeneous Poisson processes from shifted trajectories
J Bigot, S Gadat, T Klein, C Marteau
Electronic Journal of Statistics 7, 881-931, 2013
Classification in general finite dimensional spaces with the k-nearest neighbor rule
S Gadat, T Klein, C Marteau
The Annals of Statistics 44 (3), 982-1009, 2016
Bayesian methods for the shape invariant model
D Bontemps, S Gadat
Electronic Journal of Statistics 8 (1), 1522-1568, 2014
Classification with the nearest neighbor rule in general finite dimensional spaces: necessary and sufficient conditions
S Gadat, T Klein, C Marteau
arXiv preprint arXiv:1411.0894, 2014
Smoothing under diffeomorphic constraints with homeomorphic splines
J Bigot, S Gadat
SIAM Journal on Numerical Analysis 48 (1), 224-243, 2010
Optimal non-asymptotic bound of the Ruppert-Polyak averaging without strong convexity
S Gadat, F Panloup
arXiv preprint arXiv:1709.03342, 2017
Random action of compact Lie groups and minimax estimation of a mean pattern
J Bigot, C Christophe, S Gadat
IEEE Transactions on Information Theory 58 (6), 3509-3520, 2012
GNSS integrity achievement by using extreme value theory
JM Azaïs, S Gadat, JC Levy, B Rols, C Mercadier, C Jordan, N Suard
Proceedings of the 22nd International Technical Meeting of the Satellite …, 2009
Adaptive simulated annealing with homogenization for aircraft trajectory optimization
C Bouttier, O Babando, S Gadat, S Gerchinovitz, S Laporte, F Nicol
Operations Research Proceedings 2015, 569-574, 2017
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