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Claire Boyer | Researchclopedia

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Claire Boyer

Centre National de la Recherche Scientifique

82

Works

669

Citations

10

h-index

10

i10-index

Research Topics

Sparse and Compressive Sensing Techniques Statistical Methods and Inference Neural Networks and Applications

Affiliations

Centre National de la Recherche Scientifique2012–2025

Institut de France2025–2025

Institut national de recherche en sciences et technologies du numérique2022–2023

Université Toulouse III - Paul Sabatier2015–2015

École Polytechnique2020–2020

Top Works

Compressed sensing with structured sparsity and structured acquisition

Claire Boyer,Jérémie Bigot,et al.

2017111 citations

Advanced MRI Techniques and Applications

Domain Adaptation and Few-Shot Learning

An Analysis of Block Sampling Strategies in Compressed Sensing

Jérémie Bigot,Claire Boyer,et al.

2016108 citations

On Representer Theorems and Convex Regularization

Claire Boyer,Antonin Chambolle,et al.

201994 citations

On the Generation of Sampling Schemes for Magnetic Resonance Imaging

Claire Boyer,Nicolas Chauffert,et al.

201687 citations

An Algorithm for Variable Density Sampling with Block-Constrained Acquisition

Claire Boyer,Pierre Olivier Weiss,et al.

201464 citations

Imputation and low-rank estimation with Missing Not At Random data

Aude Sportisse,Claire Boyer,et al.

202045 citations

Missing Data Imputation using Optimal Transport

Boris Muzellec,Julie Josse,et al.

202041 citations

Estimation and imputation in Probabilistic Principal Component Analysis with Missing Not At Random data

Aude Sportisse,Claire Boyer,et al.

201918 citations

Adapting to unknown noise level in sparse deconvolution

Claire Boyer,Yohann de Castro,et al.

201612 citations