Caroline Chaux

About Caroline Chaux

Caroline Chaux, With an exceptional h-index of 20 and a recent h-index of 13 (since 2020), a distinguished researcher at Aix-Marseille Université,

His recent articles reflect a diverse array of research interests and contributions to the field:

L'idéal de la ville réplicable au défi des éléments invisibles. De la perspective géométrique aux Digital Twins, les enjeux des liens entre l'espace urbain et ses représentations.

MAP-informed unrolled algorithms for hyper-parameter estimation

Deep Unrolling for Nonconvex Robust Principal Component Analysis

Evolution de la résolution de problèmes inverses en imagerie

Support Exploration Algorithm for Sparse Support Recovery

Straight-Through meets Sparse Recovery: the Support Exploration Algorithm

A numerical method for fast 3D photoacoustic tomography with arbitrary geometry of sensors

Immunité d’exécution: revirement de la jurisprudence Eurodif: (Civ. 1 re, 3 novembre 2021, n° 19-25.404, D. 2021. 2052)

Caroline Chaux Information

University

Position

. I2M UMR CNRS 7373

Citations(all)

2006

Citations(since 2020)

497

Cited By

1716

hIndex(all)

20

hIndex(since 2020)

13

i10Index(all)

35

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Top articles of Caroline Chaux

L'idéal de la ville réplicable au défi des éléments invisibles. De la perspective géométrique aux Digital Twins, les enjeux des liens entre l'espace urbain et ses représentations.

2023/11/23

Caroline Chaux
Caroline Chaux

H-Index: 12

MAP-informed unrolled algorithms for hyper-parameter estimation

2023/10/8

Pascal Nguyen
Pascal Nguyen

H-Index: 19

Caroline Chaux
Caroline Chaux

H-Index: 12

Deep Unrolling for Nonconvex Robust Principal Component Analysis

2023/9/17

Caroline Chaux
Caroline Chaux

H-Index: 12

Evolution de la résolution de problèmes inverses en imagerie

2023/8/28

Caroline Chaux
Caroline Chaux

H-Index: 12

Support Exploration Algorithm for Sparse Support Recovery

arXiv preprint arXiv:2301.13584

2023/1/31

Caroline Chaux
Caroline Chaux

H-Index: 12

Straight-Through meets Sparse Recovery: the Support Exploration Algorithm

2023/1/30

Caroline Chaux
Caroline Chaux

H-Index: 12

A numerical method for fast 3D photoacoustic tomography with arbitrary geometry of sensors

2022/5/22

Caroline Chaux
Caroline Chaux

H-Index: 12

Immunité d’exécution: revirement de la jurisprudence Eurodif: (Civ. 1 re, 3 novembre 2021, n° 19-25.404, D. 2021. 2052)

Revue critique de droit international privé

2022

Caroline Chaux
Caroline Chaux

H-Index: 12

Time-frequency fading algorithms based on Gabor multipliers

IEEE Journal of Selected Topics in Signal Processing

2020/12/18

Caroline Chaux
Caroline Chaux

H-Index: 12

An adapted linear discriminant analysis with variable selection for the classification in high-dimension, and an application to medical data

Computational Statistics & Data Analysis

2020/12/1

Caroline Chaux
Caroline Chaux

H-Index: 12

Unmixing 2D HSQC NMR mixtures with -NMF and sparsity

arXiv preprint arXiv:2011.01049

2020/10/30

Caroline Chaux
Caroline Chaux

H-Index: 12

Filtering out time-frequency areas using Gabor multipliers

2020/5/4

Caroline Chaux
Caroline Chaux

H-Index: 12

Bruno Torresani
Bruno Torresani

H-Index: 19

β-NMF and Sparsity Promoting Regularizations for Complex Mixture Unmixing-Application to 2D HSQC NMR

2020/5/4

Caroline Chaux
Caroline Chaux

H-Index: 12

See List of Professors in Caroline Chaux University(Aix-Marseille Université)