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A Stochastic Majorize-Minimize Subspace Algorithm for Online Penalized Least Squares Estimation

Emilie Chouzenoux 1, 2 Jean-Christophe Pesquet 1, 2
1 LIGM - Laboratoire d'Informatique Gaspard-Monge
2 GALEN - Organ Modeling through Extraction, Representation and Understanding of Medical Image Content
Ecole Centrale Paris, Inria Saclay - Ile de France
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https://hal.archives-ouvertes.fr/hal-01613204
Contributor : Emilie Chouzenoux <>
Submitted on : Monday, October 9, 2017 - 2:05:40 PM
Last modification on : Saturday, May 1, 2021 - 3:50:42 AM

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CNRS | UPEC-UPEM | PARISTECH | ENPC | LIGM | LIGM_SIGNAL | INRIA | CENTRALESUPELEC | CVN | ESIEE-PARIS | GS-COMPUTER-SCIENCE | GS-ENGINEERING

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Emilie Chouzenoux, Jean-Christophe Pesquet. A Stochastic Majorize-Minimize Subspace Algorithm for Online Penalized Least Squares Estimation. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2017, 65 (18), pp.4770 - 4783. ⟨10.1109/TSP.2017.2709265⟩. ⟨hal-01613204⟩

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