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A Multicore Convex Optimization Algorithm with Applications to Video Restoration

Feriel Abboud , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot
IEEE International Conference on Image Processing, Oct 2018, Athens, Greece
Communication dans un congrès hal-01862210v1
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BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement

Aurélie Pirayre , Camille Couprie , Laurent Duval , Jean-Christophe Pesquet
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2018, 15 (3), pp.850-860. ⟨10.1101/114769⟩
Article dans une revue hal-01330638v1
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A Nonconvex Variational Approach for Robust Graphical Lasso

Alessandro Benfenati , Emilie Chouzenoux , Jean-Christophe Pesquet
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada
Communication dans un congrès hal-01803424v1
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An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension

Yosra Marnissi , Emilie Chouzenoux , Amel Benazza-Benyahia , Jean-Christophe Pesquet
Entropy, 2018, 20 (2), pp.110. ⟨10.3390/e20020110⟩
Article dans une revue hal-01797093v1
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Langevin-based Strategy for Efficient Proposal Adaptation in Population Monte Carlo

Víctor Elvira , Emilie Chouzenoux
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682284⟩
Communication dans un congrès hal-02431677v1
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Probabilistic modeling and inference for sequential space-varying blur identification

Yunshi Huang , Emilie Chouzenoux , Víctor Elvira
IEEE Transactions on Computational Imaging, 2021, 7, pp.531 - 546. ⟨10.1109/TCI.2021.3081059⟩
Article dans une revue hal-03225842v1
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Self-supervised Deep Learning for mmWave Beam Steering Exploiting Sub-6 GHz Channels

Irched Chafaa , Romain Negrel , Elena Veronica Belmega , Mérouane Debbah
IEEE Transactions on Wireless Communications, 2022, 21 (10), pp.8803-8816. ⟨10.1109/TWC.2022.3170104⟩
Article dans une revue hal-03567120v1
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PIPA: A New Proximal Interior Point Algorithm for Large Scale Convex Optimization

Marie-Caroline Corbineau , Emilie Chouzenoux , Jean-Christophe Pesquet
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.1343-1347, ⟨10.1109/ICASSP.2018.8462173⟩
Communication dans un congrès hal-01803422v1
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A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression

Luis Briceño-Arias , Giovanni Chierchia , Emilie Chouzenoux , Jean-Christophe Pesquet
Computational Optimization and Applications, 2019, 72 (3), pp.707-726. ⟨10.1007/s10589-019-00060-6⟩
Article dans une revue hal-01672507v1
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Transformed Locally Linear Manifold Clustering

Jyoti Maggu , Angshul Majumdar , Emilie Chouzenoux
EUSIPCO 2018 - 26th European Signal Processing Conference, Sep 2018, Rome, Italy. ⟨10.23919/EUSIPCO.2018.8553061⟩
Communication dans un congrès hal-01862192v1
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An Alternating Proximal Approach for Blind Video Deconvolution

Feriel Abboud , Emilie Chouzenoux , Jean-Christophe Pesquet , Jean-Hugues Chenot , Louis Laborelli
Signal Processing: Image Communication, 2019, 70, pp.21-36. ⟨10.1016/j.image.2018.08.007⟩
Article dans une revue hal-01668437v2
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A review on graph optimization and algorithmic frameworks

Alessandro Benfenati , Emilie Chouzenoux , Laurent Duval , Jean-Christophe Pesquet , Aurélie Pirayre
[Research Report] LIGM - Laboratoire d'Informatique Gaspard-Monge. 2018
Rapport hal-01901499v1
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Geometry-Texture Decomposition/Reconstruction Using a Proximal Interior Point Algorithm

Marie-Caroline Corbineau , Emilie Chouzenoux , Jean-Christophe Pesquet
10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2018), Jul 2018, Sheffield, United Kingdom
Communication dans un congrès hal-01863408v1
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Calibrationless oscar-based image reconstruction in compressed sensing parallel MRI

Loubna El Gueddari , Philippe Ciuciu , Emilie Chouzenoux , Alexandre Vignaud , Jean-Christophe Pesquet
ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/isbi.2019.8759393⟩
Communication dans un congrès hal-02101262v1
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Particle Filtering for Online Space-Varying Blur Identification

Yunshi Huang , Emilie Chouzenoux , Víctor Elvira
CAMSAP 2019 - IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2019, Le Gosier, France
Communication dans un congrès hal-02406970v1

A probabilistic incremental proximal gradient method

Ömer Deniz Akyildiz , Emilie Chouzenoux , Víctor Elvira , Joaquín Míguez
IEEE Signal Processing Letters, 2019, 26 (8), pp.1257-1261. ⟨10.1109/LSP.2019.2926926⟩
Article dans une revue hal-01946642v1
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Fast Dictionnary-Based Approach for Mass Spectrometry Data Analysis

Afef Cherni , Emilie Chouzenoux , Delsuc Marc-André
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. ⟨10.1109/ICASSP.2018.8461720⟩
Communication dans un congrès hal-01803419v1
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Guest Editorial: Pervasive, Efficient, and Smart Signal Processing for IoT

E. Veronica Belmega , Domenico Ciuonzo , Merouane Debbah , Lutz Lampe , Dinh-Thuy Phan Huy , et al.
IEEE Internet of Things Magazine, 2022, 5 (4), pp.54-57. ⟨10.1109/MIOT.2022.10012403⟩
Article dans une revue hal-04283042v1
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Optimal Multivariate Gaussian Fitting for PSF Modeling in Two-Photon Microscopy

Tim Tsz-Kit , Emilie Chouzenoux , Claire Lefort , Jean-Christophe Pesquet
15 th IEEE International Symposium on Biomedical Imaging (ISBI 2018), Apr 2018, Washington DC, United States. ⟨10.1109/ISBI.2018.8363621⟩
Communication dans un congrès hal-01803413v1
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Deep Latent Factor Model for Predicting Drug Target Interactions

Aanchal Mongia , Vidit Jain , Emilie Chouzenoux , Angshul Majumdar
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/icassp.2019.8683123⟩
Communication dans un congrès hal-02406989v1
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Optimal Multivariate Gaussian Fitting with Applications to PSF Modeling in Two-Photon Microscopy Imaging

Emilie Chouzenoux , Tim Tsz-Kit Lau , Claire Lefort , Jean-Christophe Pesquet
Journal of Mathematical Imaging and Vision, 2019, 61 (7), pp.1037-1050. ⟨10.1007/s10851-019-00884-1⟩
Article dans une revue hal-01985663v1