Jérémie Bigot

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 12

Top Venues

CoRR

GSI

IEEE Trans. Inf. Theory

SIAM J. Imaging Sci.

Joseph Fourier University, Grenoble, France (PHD)

Education History

Joseph Fourier University, Grenoble, France

PHD

Publications

Erell Gachon, Jérémie Bigot, Elsa Cazelles, Aguirre Mimoun, Jean-Philippe Vial
Low dimensional representation of multi-patient flow cytometry datasets using optimal transport for minimal residual disease detection in leukemia. CoRR (2024)
Jérémie Bigot, Charles Deledalle
Low-rank matrix denoising for count data using unbiased Kullback-Leibler risk estimation. Comput. Stat. Data Anal. 169 (2022)
Yiye Jiang, Jérémie Bigot, Sofian Maabout
Online Graph Topology Learning from Matrix-valued Time Series. CoRR (2021)
Yiye Jiang, Jérémie Bigot, Sofian Maabout
Sensor selection on graphs via data-driven node sub-sampling in network time series. CoRR (2020)
Jérémie Bigot, Elsa Cazelles, Nicolas Papadakis
Penalization of Barycenters in the Wasserstein Space. SIAM J. Math. Anal. 51 (3) (2019)
Yann Cabanes, Frédéric Barbaresco, Marc Arnaudon, Jérémie Bigot
Toeplitz Hermitian Positive Definite Matrix Machine Learning Based on Fisher Metric. GSI (2019)
Elsa Cazelles, Vivien Seguy, Jérémie Bigot, Marco Cuturi, Nicolas Papadakis
Geodesic PCA versus Log-PCA of Histograms in the Wasserstein Space. SIAM J. Sci. Comput. 40 (2) (2018)
Christophe Dumora, David Auber, Jérémie Bigot, Vincent Couallier, Cyril Leclerc
Data-Oriented Algorithm for Real-Time Estimation of Flow Rates and Flow Directions in a Water Distribution Network. CoRR (2018)
Elsa Cazelles, Jérémie Bigot, Nicolas Papadakis
Regularized Barycenters in the Wasserstein Space. GSI (2017)
Jérémie Bigot, Charles Deledalle, Delphine Féral
Generalized SURE for optimal shrinkage of singular values in low-rank matrix denoising. J. Mach. Learn. Res. 18 (2017)
Jérémie Bigot, Paul Escande, Pierre Weiss
Estimation of linear operators from scattered impulse responses. CoRR (2016)
Jérémie Bigot, Claire Boyer, Pierre Weiss
An Analysis of Block Sampling Strategies in Compressed Sensing. IEEE Trans. Inf. Theory 62 (4) (2016)
Claire Boyer, Jérémie Bigot, Pierre Weiss
Compressed sensing with structured sparsity and structured acquisition. CoRR (2015)
Claire Boyer, Pierre Weiss, Jérémie Bigot
An Algorithm for Variable Density Sampling with Block-Constrained Acquisition. SIAM J. Imaging Sci. 7 (2) (2014)
Jérémie Bigot, Raúl Gouet, Alfredo López
Geometric PCA of Images. SIAM J. Imaging Sci. 6 (4) (2013)
Claire Boyer, Pierre Weiss, Jérémie Bigot
An algorithm for variable density sampling with block-constrained acquisition. CoRR (2013)
Jérémie Bigot, Claire Boyer, Pierre Weiss
An analysis of block sampling strategies in compressed sensing CoRR (2013)
Jérémie Bigot, Claire Christophe, Sébastien Gadat
Random Action of Compact Lie Groups and Minimax Estimation of a Mean Pattern. IEEE Trans. Inf. Theory 58 (6) (2012)
Jérémie Bigot, Marieke Longcamp, Fabien Dal Maso, David Amarantini
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. NeuroImage 55 (4) (2011)
Jérémie Bigot, Rolando J. Biscay, Jean-Michel Loubes, Lilian Muñiz-Alvarez
Group Lasso Estimation of High-dimensional Covariance Matrices. J. Mach. Learn. Res. 12 (2011)
Jérémie Bigot, Sébastien Gadat
Smoothing under Diffeomorphic Constraints with Homeomorphic Splines. SIAM J. Numer. Anal. 48 (1) (2010)
Jérémie Bigot, Fabrice Gamboa, Myriam Vimond
Estimation of Translation, Rotation, and Scaling between Noisy Images Using the Fourier--Mellin Transform. SIAM J. Imaging Sci. 2 (2) (2009)
Jérémie Bigot, Sébastien Gadat, Jean-Michel Loubes
Statistical M-Estimation and Consistency in Large Deformable Models for Image Warping. J. Math. Imaging Vis. 34 (3) (2009)

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Publication Activity (10 Years)

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Jérémie Bigot