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hal-00714860v1  Journal articles
Jérémie BigotClaire ChristopheSébastien Gadat. Random action of compact Lie groups and minimax estimation of a mean pattern
IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2012, 58 (6), pp.3509-3520. ⟨10.1109/TIT.2012.2185484⟩
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hal-00937447v1  Journal articles
Sébastien GadatLaurent MicloFabien Panloup. A stochastic model for speculative bubbles
ALEA (Latin American Journal of Probability and Statistics), 2015, 12, pp.491-532
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hal-00714863v1  Journal articles
Sébastien Gadat. JUMP DIFFUSION OVER FEATURE SPACE FOR OBJECT RECOGNITION
SIAM Journal on Control and Optimization, Society for Industrial and Applied Mathematics, 2008, 47 (2), pp.904-935
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inria-00496714v1  Documents associated with scientific events
Sébastien Gadat. Statistiques et Traitement du Signal
Journées MAS et Journée en l'honneur de Jacques Neveu, Aug 2010, Talence, France
hal-01864353v1  Journal articles
Dominique DedieuCyrille DelpierreSébastien GadatThierry LangBenoit Lepage et al.  Mixed Hidden Markov Model for Heterogeneous Longitudinal Data with Missingness and Errors in the Outcome Variable
Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, 2014, 105 (1), pp.73-98
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hal-00371956v1  Conference papers
Nathalie VialaneixTaoufiq DkakiSébastien GadatJean-Michel InglebertQuoc-Dinh Truong. Recherche et représentation de communautés dans des grands graphes
Veille Stratégique Scientifique & Technologique, Mar 2009, Nancy, France. Recherche et représentation de communautés dans des grands graphes
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hal-01402683v2  Journal articles
Sébastien GadatFabien PanloupSofiane Saadane. Stochastic Heavy ball
Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2018, 12 (1), pp.461-529. ⟨10.1214/18-EJS1395⟩
hal-01702025v1  Journal articles
Sébastien GadatIoana GavraLaurent Risser. How to calculate the barycenter of a weighted graph.
Mathematics of Operations Research, INFORMS, 2018, 43 (4)
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hal-01679648v2  Journal articles
Sébastien GadatSébastien GerchinovitzClément Marteau. Optimal functional supervised classification with separation condition
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2020, 26 (3), pp.1797-1831. ⟨10.3150/19-BEJ1170⟩
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hal-00714862v1  Journal articles
Sébastien GadatLaurent Younes. A Stochastic Algorithm for Feature Selection in Pattern Recognition
Journal of Machine Learning Research, Microtome Publishing, 2007, 8, pp.509-547
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hal-00714865v1  Journal articles
Serge CohenSébastien DejeanSébastien Gadat. Adaptive sequential design for regression on multi-resolution bases
Statistics and Computing, Springer Verlag (Germany), 2012, 22 (3), pp.753-772. ⟨10.1007/s11222-011-9267-7⟩
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hal-00759188v1  Journal articles
Sébastien GadatFabien PanloupClément Pellegrini. Large Deviation Principle for invariant distributions of Memory Gradient Diffusions
Electronic Journal of Probability, Institute of Mathematical Statistics (IMS), 2013, vol. 18, paper n° 81, 34 p
hal-00629302v1  Journal articles
Jérémie BigotSébastien Gadat. A deconvolution approach to estimation of a common shape in a shifted curves model
Annals of Statistics, Institute of Mathematical Statistics, 2010, 38 (4), pp.2422-2464. ⟨10.1214/10-AOS800⟩
hal-00629301v1  Journal articles
Jérémie BigotSébastien Gadat. Smoothing under diffeomorphic constraints with homeomorphic splines
SIAM Journal on Numerical Analysis, Society for Industrial and Applied Mathematics, 2010, 48 (1), pp.224-243. ⟨10.1137/080727555⟩
hal-00629304v1  Journal articles
Jérémie BigotSébastien GadatClément Marteau. Sharp template estimation in a shifted curves model
Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2010, 4, pp.994-1021. ⟨10.1214/10-EJS576⟩
hal-00628516v1  Conference papers
Alexandre CabotHans EnglerSébastien Gadat. Second-order differential equations with asymptotically small dissipation and piecewise flat potentials
Mississippi State--UAB Conference on Differential Equations and Computational Simulations, 2009, United States. pp.33-38
hal-00961542v1  Journal articles
Jérémie BigotSébastien GadatThierry KleinClément Marteau. Intensity estimation of non-homogeneous Poisson processes from shifted trajectories
Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2013, 7, p. 881-931. ⟨10.1214/13-EJS794⟩
hal-00971297v1  Conference papers
Jean-Marc AzaïsSébastien GadatJean-Christophe LevyBerenger RolsCécile Mercadier et al.  GNSS Integrity Achievement by using Extreme Value Theory
22nd International Technical Meeting of the Satellite Division of the Institute-of-Navigation (ION GNSS-09), Sep 2009, Savannah, GA, United States. p. 1281-1287