Jérémie Bigot - Concepedia

Author

Jérémie Bigot

Also Known As

BIGOT, Jérémie, Bigot Jérémie, Bigot, J\'er\'emie, Bigot, Jeremie, Bigot, Jérémie, Castera, Camille, Cazelles, Elsa, J. Bigot, J.M. Bigot, Jeremie Bigot

128

Publications

1.6K

Citations

H-Index

Concepts

All Affiliations

Institut de Mathématiques de Toulouse Institut de Mathématiques de Bordeaux Centre National de la Recherche Scientifique Université Fédérale de Toulouse Midi-Pyrénées

About

Jérémie Bigot is an author at Institut de Mathématiques de Toulouse specializing in engineering, statistics, and statistical inference.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	17	22	1K
2	Public Health	5	5	157
3	Natural Sciences	4	4	128
4	Health Sciences	2	2	137
5	Medicine	1	1	15

Jérémie Bigot

Publications

1.3K

Citations

H-Index

Page 1

	Year	Citations
Wavelet Estimators in Nonparametric Regression: A Comparative Simulation Study Anestis Antoniadis, Jérémie Bigot, Theofanis Sapatinas Journal of Statistical Software Statistical Signal ProcessingDensity EstimationEngineeringData ScienceWavelet Analysis	2001	300
Compressed sensing with structured sparsity and structured acquisition Claire Boyer, Jérémie Bigot, Pierre Weiss Applied and Computational Harmonic Analysis Sparse RepresentationEngineeringCompressive SensingBiomedical ImagingStructured Sparsity	2017	111
An Analysis of Block Sampling Strategies in Compressed Sensing Jérémie Bigot, Claire Boyer, Pierre Weiss IEEE Transactions on Information Theory	2016	107
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 interactions Jérémie Bigot, Marieke Longcamp, Fabien Dal Maso, NeuroImage KinesiologyNew Statistical TestWavelet Cross-spectrumWavelet AnalysisNon-stationary Signals	2011	73
An Algorithm for Variable Density Sampling with Block-Constrained Acquisition Claire Boyer, Pierre Olivier Weiss, Jérémie Bigot SIAM Journal on Imaging Sciences Image ReconstructionEngineeringMagnetic Resonance ImagingImage AnalysisData Science	2014	64
Geodesic PCA versus Log-PCA of Histograms in the Wasserstein Space Elsa Cazelles, Vivien Seguy, Jérémie Bigot, SIAM Journal on Scientific Computing EngineeringMachine LearningGeometryRandom HistogramsManifold Modeling	2018	52
Consistent estimation of a population barycenter in the Wasserstein space Jérémie Bigot, Thierry Klein Duality ArgumentMeasure TheoryDensity EstimationEngineeringRandom Densities	2013	48
Characterization of barycenters in the Wasserstein space by averaging optimal transport maps Jérémie Bigot, Thierry Klein ESAIM Probability and Statistics Large DeviationsEngineeringStochastic AnalysisFunctional AnalysisMathematical Statistic	2017	38
A deconvolution approach to estimation of a common shape in a shifted curves model Jérémie Bigot, Sébastien Gadat The Annals of Statistics EngineeringStatistical Shape AnalysisDeconvolution ApproachShape AnalysisCurve Modeling	2010	37
Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications Jérémie Bigot, Elsa Cazelles, Nicolas Papadakis Electronic Journal of Statistics EngineeringMachine LearningFunctional AnalysisOptimal TransportData Science	2019	37

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