Émilie Chouzenoux

Variable Metric Forward–Backward Algorithm for Minimizing the Sum of a Differentiable Function and a Convex Function

Émilie Chouzenoux, Jean‐Christophe Pesquet, Audrey Repetti · Journal of Optimization Theory and Applications · 2013 · 191 citations · Full text

Numerical Analysis, Engineering, Convex Function +7

Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients

Nathalie Lassau, Samy Ammari, Émilie Chouzenoux et al. · Nature Communications · 2021 · 177 citations · Full text

A block coordinate variable metric forward–backward algorithm

Émilie Chouzenoux, Jean‐Christophe Pesquet, Audrey Repetti · Journal of Global Optimization · 2016 · 158 citations · Full text

Numerical Analysis, Large-scale Global Optimization, Engineering +3

A Survey of Stochastic Simulation and Optimization Methods in Signal Processing

Marcelo Pereyra, Philip Schniter, Émilie Chouzenoux et al. · IEEE Journal of Selected Topics in Signal Processing · 2015 · 131 citations · Full text

Sampling (Signal Processing), Engineering, Multi-rate Signal Processing +21

Euclid in a Taxicab: Sparse Blind Deconvolution with Smoothed <formula formulatype="inline"><tex Notation="TeX">${\ell _1}/{\ell _2}$</tex></formula> Regularization

Audrey Repetti, Mai Quyen Pham, Laurent Duval et al. · IEEE Signal Processing Letters · 2014 · 121 citations · Full text