Jérémie Bigot
Jérémie Bigot
Verified email at math.u-bordeaux1.fr - Homepage
Cited by
Cited by
Wavelet estimators in nonparametric regression: a comparative simulation study
A Antoniadis, J Bigot, T Sapatinas
Journal of statistical software 6, pp. 1-83, 2001
An analysis of block sampling strategies in compressed sensing
J Bigot, C Boyer, P Weiss
IEEE transactions on information theory 62 (4), 2125-2139, 2016
Geodesic PCA in the Wasserstein space by convex PCA
J Bigot, R Gouet, T Klein, A López
Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 53 (1), 1-26, 2017
Compressed sensing with structured sparsity and structured acquisition
C Boyer, J Bigot, P Weiss
Applied and Computational Harmonic Analysis 46 (2), 312-350, 2019
Consistent estimation of a population barycenter in the Wasserstein space
J Bigot, T Klein
ArXiv e-prints 49, 2012
A new statistical test based on the wavelet cross-spectrum to detect time–frequency dependence between non-stationary signals: Application to the analysis of cortico-muscular …
J Bigot, M Longcamp, F Dal Maso, D Amarantini
NeuroImage 55 (4), 1504-1518, 2011
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
Poisson inverse problems
A Antoniadis, J Bigot
The Annals of Statistics 34 (5), 2132-2158, 2006
On the consistency of Fréchet means in deformable models for curve and image analysis
J Bigot, B Charlier
Electronic Journal of Statistics 5, 1054-1089, 2011
Estimation of translation, rotation, and scaling between noisy images using the Fourier–Mellin transform
J Bigot, F Gamboa, M Vimond
SIAM Journal on Imaging Sciences 2 (2), 614-645, 2009
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
Landmark-based registration of curves via the continuous wavelet transform
J Bigot
Journal of Computational and Graphical Statistics 15 (3), 542-564, 2006
Characterization of barycenters in the Wasserstein space by averaging optimal transport maps
J Bigot, T Klein
ESAIM: Probability and Statistics 22, 35-57, 2018
An algorithm for variable density sampling with block-constrained acquisition
C Boyer, P Weiss, J Bigot
SIAM Journal on Imaging Sciences 7 (2), 1080-1107, 2014
Geodesic PCA versus log-PCA of histograms in the Wasserstein space
E Cazelles, V Seguy, J Bigot, M Cuturi, N Papadakis
SIAM Journal on Scientific Computing 40 (2), B429-B456, 2018
Peaks detection and alignment for mass spectrometry data
A Antoniadis, J Bigot, S Lambert-Lacroix
Journal de la Société Française de Statistique 151 (1), 17-37, 2010
A multiscale approach for statistical characterization of functional images
A Antoniadis, J Bigot, R Von Sachs
Journal of Computational and Graphical Statistics 18 (1), 216-237, 2009
Penalized wavelet monotone regression
A Antoniadis, J Bigot, I Gijbels
Statistics & probability letters 77 (16), 1608-1621, 2007
Penalization of barycenters in the Wasserstein space
J Bigot, E Cazelles, N Papadakis
SIAM Journal on Mathematical Analysis 51 (3), 2261-2285, 2019
A scale-space approach with wavelets to singularity estimation
J Bigot
ESAIM: Probability and Statistics 9, 143-164, 2005
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