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hal-00823484v1  Journal articles
Jérémie Bigot. Landmark-Based Registration of Curves via the Continuous Wavelet Transform
Journal of Computational and Graphical Statistics, Taylor & Francis, 2006, vol. 15, pp. 542-564. ⟨10.1198/106186006X133023⟩
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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-01978864v1  Journal articles
Jérémie BigotRaul GouetThierry KleinAlfredo Lopez. Geodesic PCA in the Wasserstein space by convex PCA
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, Institute Henri Poincaré, 2017, 53 (1), pp.1-26. ⟨10.1214/15-aihp706⟩
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hal-00837732v1  Journal articles
Jérémie Bigot. A scale-space approach with wavelets to singularity estimation
ESAIM: Probability and Statistics, EDP Sciences, 2005, vol. 9, pp. 143-164. ⟨10.1051/ps:2005007⟩
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hal-00737560v3  Journal articles
Jérémie BigotXavier Gendre. Minimax properties of Fréchet means of discretely sampled curves
Annals of Statistics, Institute of Mathematical Statistics, 2013, 41 (2), pp.923-956. ⟨10.1214/13-AOS1104⟩
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inria-00632877v1  Conference papers
Jérémie BigotJean-Michel LoubesMyriam Vimond. Semiparametric estimation of rigid transformations on compact Lie groups
2nd MICCAI Workshop on Mathematical Foundations of Computational Anatomy, Oct 2008, New-York, United States. pp.92-104
hal-00777107v1  Journal articles
Jérémie BigotJean-Michel LoubesMyriam Vimond. Semiparametric estimation of shifts on compact Lie groups for image registration
Probability Theory and Related Fields, Springer Verlag, 2012, 152 (3-4), pp.425-473. ⟨10.1007/s00440-010-0327-2⟩
hal-00627384v1  Journal articles
Anestis AntoniadisJérémie BigotRainer von Sachs. A multiscale approach for statistical characterization of functional images
Journal of Computational and Graphical Statistics, Taylor & Francis, 2009, 18 (1), pp.216-237. ⟨10.1198/jcgs.2009.0013⟩
hal-00629299v1  Journal articles
Jérémie BigotRolando BiscayJean-Michel LoubesMuniz-Alvarez Lilian. Nonparametric estimation of covariance functions by model selection
Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2010, 4, pp.822-855. ⟨10.1214/09-EJS493⟩
hal-00629178v1  Journal articles
Anestis AntoniadisJérémie BigotSophie Lambert-Lacroix. Peaks detection and alignment for mass spectrometry data
Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, 2010, 151 (1), pp.17-37
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-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-00627449v1  Journal articles
Jérémie BigotSébastien van Bellegem. Log-density deconvolution by wavelet thresholding
Scandinavian Journal of Statistics, Wiley, 2009, 36 (4), pp.749-763. ⟨10.1111/j.1467-9469.2009.00653.x⟩