Emilie Chouzenoux

emilie.chouzenoux [at] centralesupelec.fr

Publications :

  • Communication dans un congrès - 69 documents
  • POSTER - 1 document
    • Claire Lefort, Mathieu Chalvidal, Alexis Parente, Véronique Blanquet, Henri Massias, Laetitia Magnol, Emilie Chouzenoux. Deep-3D-multiphoton imaging of whole biological structures with a computational assistance and the pipeline FAMOUS, 2021-06-22. (https://hal.archives-ouvertes.fr/hal-03274262)
  • Pré-publication, Document de travail - 16 documents
  • Article dans une revue - 43 documents
    • Tirza Routtenberg, Alberto Carini, Emilie Chouzenoux, Piya Pal, José C. M. Bermudez, Lucio Marcenaro. Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest, 2021-02. (https://hal.archives-ouvertes.fr/hal-03161830)
    • Thomas Hortholary, Claire Carrion, Emilie Chouzenoux, Jean-Christophe Pesquet, Claire Lefort. Multiplex‐multiphoton microscopy and computational strategy for biomedical imaging, 2021. (https://hal.archives-ouvertes.fr/hal-03126396)
    • Shalini Sharma, Víctor Elvira, Emilie Chouzenoux, Angshul Majumdar. Recurrent Dictionary Learning for State-Space Models with an Application in Stock Forecasting, 2021. (https://hal.archives-ouvertes.fr/hal-03184841)
    • Yunshi Huang, Emilie Chouzenoux, Víctor Elvira. Probabilistic modeling and inference for sequential space-varying blur identification, 2021. (https://hal.archives-ouvertes.fr/hal-03225842)
    • Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell, Marion Savanier, Yves Trousset. Convergence of Proximal Gradient Algorithm in the Presence of Adjoint Mismatch, 2021-01. (https://hal.archives-ouvertes.fr/hal-03136110)
    • Samy Ammari, Stéphanie Pitre-Champagnat, Laurent Dercle, Emilie Chouzenoux, Salma Moalla, Sylvain Reuze, Hugues Talbot, Tite Mokoyoko, Joya Hadchiti, Sebastien Diffetocq, Andreas Volk, Mickeal El Haik, Sara Lakiss, Corinne Balleyguier, Nathalie Lassau, Francois Bidault. Influence of Magnetic Field Strength on Magnetic Resonance Imaging Radiomics Features in Brain Imaging, an In Vitro and In Vivo Study, 2021. (https://hal.archives-ouvertes.fr/hal-03117688)
    • Nathalie Lassau, Samy Ammari, Emilie Chouzenoux, Hugo Gortais, Paul Herent, Matthieu Devilder, Samer Soliman, Olivier Meyrignac, Marie-Pauline Talabard, Jean-Philippe Lamarque, Remy Dubois, Nicolas Loiseau, Paul Trichelair, Etienne Bendjebbar, Gabriel Garcia, Corinne Balleyguier, Mansouria Merad, Annabelle Stoclin, Simon Jegou, Franck Griscelli, Nicolas Tetelboum, Yingping Li, Sagar Verma, Matthieu Terris, Tasnim Dardouri, Kavya Gupta, Ana Neacsu, Frank Chemouni, Meriem Sefta, Paul Jehanno, Imad Bousaid, Yannick Boursin, Emmanuel Planchet, Mikael Azoulay, Jocelyn Dachary, Fabien Brulport, Adrian Gonzalez, Olivier Dehaene, Jean-Baptiste Schiratti, Kathryn Schutte, Jean-Christophe Pesquet, Hugues Talbot, Elodie Pronier, Gilles Wainrib, Thomas Clozel, Fabrice Barlesi, Marie-France Bellin, Michael Blum. Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients, 2021-01. (https://hal.archives-ouvertes.fr/hal-03136018)
    • Shalini Sharma, Angshul Majumdar, Víctor Elvira, Emilie Chouzenoux. Blind Kalman Filtering for Short-term Load Forecasting, 2020-11. (https://hal.archives-ouvertes.fr/hal-02921322)
    • Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia. Deeply Transformed Subspace Clustering, 2020-09. (https://hal.archives-ouvertes.fr/hal-03066160)
    • Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet. Majorize-Minimize Adapted Metropolis-Hastings Algorithm, 2020-03. (https://hal.archives-ouvertes.fr/hal-01909153v2)
    • Afef Cherni, Emilie Chouzenoux, Laurent Duval, Jean-Christophe Pesquet. SPOQ lp-Over-lq Regularization for Sparse Signal Recovery applied to Mass Spectrometry, 2020. (https://hal.archives-ouvertes.fr/hal-02454518)
    • Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux. Transformed Subspace Clustering, 2020. (https://hal.archives-ouvertes.fr/hal-03066170)
    • Aanchal Mongia, Neha Jhamb, Emilie Chouzenoux, Angshul Majumdar. Deep latent factor model for collaborative filtering, 2020. (https://hal.archives-ouvertes.fr/hal-02373934)
    • Pooja Gupta, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia. SuperDeConFuse: A Supervised Deep Convolutional Transform based Fusion Framework for Financial Trading Systems, 2020. (https://hal.archives-ouvertes.fr/hal-03066187)
    • Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia. DeConFuse: a deep convolutional transform-based unsupervised fusion framework, 2020. (https://hal.archives-ouvertes.fr/hal-02888888)
    • Carla Bertocchi, Emilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet, Marco Prato. Deep Unfolding of a Proximal Interior Point Method for Image Restoration, 2020. (https://hal.archives-ouvertes.fr/hal-01943475v4)
    • Emilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet. A Proximal Interior Point Algorithm with Applications to Image Processing, 2020. (https://hal.archives-ouvertes.fr/hal-02120005v2)
    • Emilie Chouzenoux, Tim Tsz-Kit Lau, Claire Lefort, Jean-Christophe Pesquet. Optimal Multivariate Gaussian Fitting with Applications to PSF Modeling in Two-Photon Microscopy Imaging, 2019-09. (https://hal.archives-ouvertes.fr/hal-01985663)
    • Ahmed Mekki, Laurent Dercle, Philip Lichtenstein, Ghaida Nasser, Aurélien Marabelle, Stéphane Champiat, Emilie Chouzenoux, Corinne Balleyguier, Samy Ammari. Machine learning defined diagnostic criteria for differentiating pituitary metastasis from autoimmune hypophysitis in patients undergoing immune checkpoint blockade therapy, 2019-09-01. (https://hal.archives-ouvertes.fr/hal-02269518)
    • Emilie Chouzenoux, Henri Gérard, Jean-Christophe Pesquet. General risk measures for robust machine learning, 2019-09. (https://hal.archives-ouvertes.fr/hal-02109418)
    • Marie-Caroline Corbineau, Denis Kouamé, Emilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet. Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images - Extended Version, 2019-08-15. (https://hal.archives-ouvertes.fr/hal-02073283v4)
    • Ömer Deniz Akyildiz, Emilie Chouzenoux, Víctor Elvira, Joaquín Míguez. A probabilistic incremental proximal gradient method, 2019-07. (https://hal.archives-ouvertes.fr/hal-01946642)
    • Luis Briceño-Arias, Giovanni Chierchia, Emilie Chouzenoux, Jean-Christophe Pesquet. A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression, 2019-04. (https://hal.archives-ouvertes.fr/hal-01672507)
    • Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli. An Alternating Proximal Approach for Blind Video Deconvolution, 2019-02-01. (https://hal.archives-ouvertes.fr/hal-01668437v2)
    • Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet. An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension, 2018. (https://hal.archives-ouvertes.fr/hal-01797093)
    • Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli. Dual Block Coordinate Forward-Backward Algorithm with Application to Deconvolution and Deinterlacing of Video Sequences, 2017-11. (https://hal.archives-ouvertes.fr/hal-01418393)
    • Emilie Chouzenoux, Jean-Christophe Pesquet. A Stochastic Majorize-Minimize Subspace Algorithm for Online Penalized Least Squares Estimation, 2017-09-15. (https://hal.archives-ouvertes.fr/hal-01613204)
    • Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet. A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise, 2017-05. (https://hal.archives-ouvertes.fr/hal-01613200)
    • Afef Cherni, Emilie Chouzenoux, Marc-André Delsuc. PALMA, an improved algorithm for DOSY signal processing, 2017. (https://hal.archives-ouvertes.fr/hal-01613209)
    • Emilie Chouzenoux, Jean-Christophe Pesquet, Audrey Repetti. A block coordinate variable metric forward-backward algorithm, 2016-02. (https://hal-upec-upem.archives-ouvertes.fr/hal-00945918)
    • Emilie Chouzenoux, Jean-Christophe Pesquet. Convergence Rate Analysis of the Majorize-Minimize Subspace Algorithm, 2016. (https://hal.archives-ouvertes.fr/hal-01373641)
    • Marcelo Alejandro Pereyra, Philip Schniter, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Yves Tourneret, Alfred O. Hero, Steve Mclaughlin. A Survey of Stochastic Simulation and Optimization Methods in Signal Processing, 2015-11-02. (https://hal.archives-ouvertes.fr/hal-01312917)
    • Audrey Repetti, Mai Quyen Pham, Laurent Duval, Emilie Chouzenoux, Jean-Christophe Pesquet. Euclid in a Taxicab: Sparse Blind Deconvolution with Smoothed ℓ 1 /ℓ 2 Regularization, 2015-05. (https://hal-ifp.archives-ouvertes.fr/hal-01328398)
    • Emilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A Convex Approach for Image Restoration with Exact Poisson-Gaussian Likelihood, 2015-03. (https://hal.archives-ouvertes.fr/hal-00922151v3)
    • Emilie Chouzenoux, Jean-Christophe Pesquet, Audrey Repetti. Variable metric forward-backward algorithm for minimizing the sum of a differentiable function and a convex function, 2014-07. (https://hal.archives-ouvertes.fr/hal-00789970)
    • Anisia Florescu, Emilie Chouzenoux, Jean-Christophe Pesquet, Philippe Ciuciu, Silviu Ciochina. A Majorize-Minimize memory gradient method for complex-valued inverse problems, 2014. (https://hal.archives-ouvertes.fr/hal-00829788)
    • Emilie Chouzenoux, Maxime Legendre, Saïd Moussaoui, Jérôme Idier. Fast constrained least squares spectral unmixing using primal-dual interior point optimization, 2014-01. (https://hal.archives-ouvertes.fr/hal-00828013)
    • Emilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A Majorize-Minimize subspace approach for l2-l0 image regularization, 2013. (https://hal.archives-ouvertes.fr/hal-00789962)
    • Emilie Chouzenoux, Saïd Moussaoui, Maxime Legendre, Jérôme Idier. Algorithme primal-dual de points intérieurs pour l'estimation pénalisée des cartes d'abondances en imagerie hyperspectrale, 2013. (https://hal.archives-ouvertes.fr/hal-00808278)
    • Emilie Chouzenoux, Saïd Moussaoui, Jérôme Idier. Majorize-minimize linesearch for inversion methods involving barrier function optimization, 2012-05-15. (https://hal.archives-ouvertes.fr/hal-00697876)
    • Lotfi Chaâri, Emilie Chouzenoux, Nelly Pustelnik, Caroline Chaux, Saïd Moussaoui. OPTIMED : Optimisation itérative pour la résolution de problèmes inverses de grande taille, 2011. (https://hal-upec-upem.archives-ouvertes.fr/hal-00733443)
    • Emilie Chouzenoux, Jérôme Idier, Saïd Moussaoui. A majorize-minimize strategy for subspace optimization applied to image restoration, 2011. (https://hal.archives-ouvertes.fr/hal-00626118)
    • Emilie Chouzenoux, Saïd Moussaoui, Jérôme Idier, François Mariette. Efficient maximum entropy reconstruction of nuclear magnetic resonance T1-T2 spectra, 2010. (https://hal.archives-ouvertes.fr/hal-00555936)
  • Rapport - 5 documents
    • Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell, Marion Savanier, Yves Trousset. Convergence of Proximal Gradient Algorithm in the Presence of Adjoint Mismatch, 2020-10. (https://hal.archives-ouvertes.fr/hal-02961431)
    • Nathalie Lassau, Samy Ammari, Emilie Chouzenoux, Hugo Gortais, Paul Herent, Matthieu Devilder, Samer Soliman, Olivier Meyrignac, Marie-Pauline Talabard, Jean-Philippe Lamarque, Rémy Dubois, Nicolas Loiseau, Paul Trichelair, Etienne Bendjebbar, Gabriel Garcia, Corinne Balleyguier, Mansouria Merad, Annabelle Stoclin, Simon Jegou, Franck Griscelli, Nicolas Tetelboum, Yingping Li, Sagar Verma, Matthieu Terris, Tasnim Dardouri, Kavya Gupta, Ana Neacsu, Frank Chemouni, Meriem Sefta, Paul Jehanno, Imad Bousaid, Yannick Boursin, Emmanuel Planchet, Mikael Azoulay, Jocelyn Dachary, Fabien Brulport, Adrián González, Olivier Dehaene, Jean-Baptiste Schiratti, Kathryn Schutte, Jean-Christophe Pesquet, Hugues Talbot, Elodie Pronier, Gilles Wainrib, Thomas Clozel, Fabrice Barlesi, Marie-France Bellin, Michael Blum. AI-based multi-modal integration (ScanCov scores) of clinical characteristics, lab tests and chest CTs improves COVID-19 outcome prediction of hospitalized patients, 2020-05-15. (https://hal.archives-ouvertes.fr/hal-02586111v3)
    • Alessandro Benfenati, Emilie Chouzenoux, Laurent Duval, Jean-Christophe Pesquet, Aurélie Pirayre. A review on graph optimization and algorithmic frameworks, 2018-10-22. (https://hal.archives-ouvertes.fr/hal-01901499)
    • Afef Cherni, Emilie Chouzenoux, M-A Delsuc. PALMA, an improved algorithm for DOSY signal processing, 2016. (https://hal.archives-ouvertes.fr/hal-01421737)
    • Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet. A Variational Bayesian Approach for Restoring Data Corrupted with Non-Gaussian Noise, 2016. (https://hal.archives-ouvertes.fr/hal-01418399)
  • SOFTWARE - 1 document
  • HDR - 1 document
  • Thèse - 1 document