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Emilie Chouzenoux
Emilie Chouzenoux
Full researcher, Inria Saclay, France
Verified email at centralesupelec.fr - Homepage
Title
Cited by
Cited by
Year
Variable metric forward–backward algorithm for minimizing the sum of a differentiable function and a convex function
E Chouzenoux, JC Pesquet, A Repetti
Journal of Optimization Theory and Applications 162 (1), 107-132, 2014
2272014
A block coordinate variable metric forward–backward algorithm
E Chouzenoux, JC Pesquet, A Repetti
Journal of Global Optimization 66 (3), 457-485, 2016
2002016
A Majorize-Minimize Subspace Approach for Image Regularization
E Chouzenoux, A Jezierska, JC Pesquet, H Talbot
SIAM Journal on Imaging Sciences 6 (1), 563-591, 2013
1442013
A survey of stochastic simulation and optimization methods in signal processing
M Pereyra, P Schniter, E Chouzenoux, JC Pesquet, JY Tourneret, ...
IEEE Journal of Selected Topics in Signal Processing 10 (2), 224-241, 2015
1402015
Euclid in a Taxicab: Sparse Blind Deconvolution with Smoothed Regularization
A Repetti, MQ Pham, L Duval, E Chouzenoux, JC Pesquet
IEEE signal processing letters 22 (5), 539-543, 2014
1332014
Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients
N Lassau, S Ammari, E Chouzenoux, H Gortais, P Herent, M Devilder, ...
Nature communications 12 (1), 1-11, 2021
1132021
Deep unfolding of a proximal interior point method for image restoration
C Bertocchi, E Chouzenoux, MC Corbineau, JC Pesquet, M Prato
Inverse Problems 36 (3), 034005, 2020
932020
A majorize–minimize strategy for subspace optimization applied to image restoration
E Chouzenoux, J Idier, S Moussaoui
IEEE Transactions on Image Processing 20 (6), 1517-1528, 2010
912010
A convex approach for image restoration with exact Poisson--Gaussian likelihood
E Chouzenoux, A Jezierska, JC Pesquet, H Talbot
SIAM Journal on Imaging Sciences 8 (4), 2662-2682, 2015
832015
Efficient maximum entropy reconstruction of nuclear magnetic resonance T1-T2 spectra
E Chouzenoux, S Moussaoui, J Idier, F Mariette
IEEE Transactions on Signal Processing 58 (12), 6040-6051, 2010
772010
Fast constrained least squares spectral unmixing using primal-dual interior-point optimization
E Chouzenoux, M Legendre, S Moussaoui, J Idier
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013
612013
A primal-dual proximal splitting approach for restoring data corrupted with Poisson-Gaussian noise
A Jezierska, E Chouzenoux, JC Pesquet, H Talbot
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
532012
A majorize-minimize memory gradient method for complex-valued inverse problems
A Florescu, E Chouzenoux, JC Pesquet, P Ciuciu, S Ciochina
Signal Processing 103, 285-295, 2014
452014
A stochastic majorize-minimize subspace algorithm for online penalized least squares estimation
E Chouzenoux, JC Pesquet
IEEE Transactions on Signal Processing 65 (18), 4770-4783, 2017
442017
Deep latent factor model for collaborative filtering
A Mongia, N Jhamb, E Chouzenoux, A Majumdar
Signal Processing 169, 107366, 2020
392020
A variational Bayesian approach for image restoration—Application to image deblurring with Poisson–Gaussian noise
Y Marnissi, Y Zheng, E Chouzenoux, JC Pesquet
IEEE Transactions on Computational Imaging 3 (4), 722-737, 2017
372017
Blind Kalman filtering for short-term load forecasting
S Sharma, A Majumdar, V Elvira, E Chouzenoux
IEEE Transactions on Power Systems 35 (6), 4916-4919, 2020
352020
Dual block-coordinate forward-backward algorithm with application to deconvolution and deinterlacing of video sequences
F Abboud, E Chouzenoux, JC Pesquet, JH Chenot, L Laborelli
Journal of Mathematical Imaging and Vision 59, 415-431, 2017
312017
PALMA, an improved algorithm for DOSY signal processing
A Cherni, E Chouzenoux, MA Delsuc
Analyst 142 (5), 772-779, 2017
312017
A penalized weighted least squares approach for restoring data corrupted with signal-dependent noise
A Repetti, E Chouzenoux, JC Pesquet
2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012
302012
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Articles 1–20