Wavelet estimators in nonparametric regression: a comparative simulation study A Antoniadis, J Bigot, T Sapatinas Journal of statistical software 6, pp. 1-83, 2001 | 399 | 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 | 90 | 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 | 80 | 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 | 64 | 2019 |

Consistent estimation of a population barycenter in the Wasserstein space J Bigot, T Klein ArXiv e-prints 49, 2012 | 59 | 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 | 54 | 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 | 54 | 2010 |

Poisson inverse problems A Antoniadis, J Bigot The Annals of Statistics 34 (5), 2132-2158, 2006 | 50 | 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 | 48 | 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 | 44 | 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 | 39 | 2009 |

Landmark-based registration of curves via the continuous wavelet transform J Bigot Journal of Computational and Graphical Statistics 15 (3), 542-564, 2006 | 38 | 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 | 35 | 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 | 35 | 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 | 30 | 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 | 30 | 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 | 29 | 2009 |

Penalized wavelet monotone regression A Antoniadis, J Bigot, I Gijbels Statistics & probability letters 77 (16), 1608-1621, 2007 | 28 | 2007 |

Penalization of barycenters in the Wasserstein space J Bigot, E Cazelles, N Papadakis SIAM Journal on Mathematical Analysis 51 (3), 2261-2285, 2019 | 27* | 2019 |

A scale-space approach with wavelets to singularity estimation J Bigot ESAIM: Probability and Statistics 9, 143-164, 2005 | 26 | 2005 |