19 citations · 37 across the 17 of their papers we have counts for
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math.OC2020
Block Distributed Majorize-Minimize Memory Gradient Algorithm and its application to 3D image restoration
Mathieu Chalvidal, Emilie Chouzenoux
Modern 3D image recovery problems require powerful optimization frameworks to handle high dimensionality while providing reliable numerical solutions in a reasonable time. In this…
math.OC2020
GraphEM: EM algorithm for blind Kalman filtering under graphical sparsity constraints
Émilie Chouzenoux, Víctor Elvira
Modeling and inference with multivariate sequences is central in a number of signal processing applications such as acoustics, social network analysis, biomedical, and finance, to…
math.OC2020
SPOQ -Over- Regularization for Sparse Signal Recovery applied to Mass Spectrometry
Afef Cherni, Emilie Chouzenoux, Laurent Duval +1
Underdetermined or ill-posed inverse problems require additional information for \ldd{d} sound solutions with tractable optimization algorithms. Sparsity yields consequent heuristi…