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 · 196 citations · Full text

Natural Sciences, Computer Science, Algorithms +12

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 · 180 citations · Full text

Computing, Health Informatics, Radiology +16

A block coordinate variable metric forward–backward algorithm

Émilie Chouzenoux, Jean‐Christophe Pesquet, Audrey Repetti · Journal of Global Optimization · 2016 · 160 citations · Full text

Natural Sciences, Computer Science, Mathematics +5

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 · 136 citations · Full text

Business, Computer Engineering, Statistical Modeling +16

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 · 124 citations · Full text

Natural Sciences, Mathematics, Direct Restorations +15