Émilie Chouzenoux

ORCID

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 125

Top Venues

Publications

Mathieu Vu, Émilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed
Aggregated f-average Neural Network for Interpretable Ensembling. CoRR (2023)
Cécile de Valle, Ezequiel Centofanti, Émilie Chouzenoux, Jean-Christophe Pesquet
Stability of Unfolded Forward-Backward to Perturbations in Observed Data. EUSIPCO (2023)
Víctor Elvira, Émilie Chouzenoux, Ömer Deniz Akyildiz, Luca Martino
Gradient-based adaptive importance samplers. J. Frankl. Inst. 360 (13) (2023)
Alessandro Benfenati, Émilie Chouzenoux, Giorgia Franchini, Salla Latva-Aijo, Dominik Narnhofer, Jean-Christophe Pesquet, Sebastian J. Scott, Mahsa Yousefi
Majorization-Minimization for sparse SVMs. CoRR (2023)
Pooja Gupta, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
DeConDFFuse : Predicting drug-drug interaction using joint deep convolutional transform learning and decision forest fusion framework. Expert Syst. Appl. 227 (2023)
Émilie Chouzenoux, Víctor Elvira
Graphit: Iterative Reweighted ℓ1 Algorithm for Sparse Graph Inference in State-Space Models. ICASSP (2023)
Émilie Chouzenoux, Victor Elvira
algorithm for sparse graph inference in state-space models. CoRR (2023)
Jean-Baptiste Fest, Audrey Repetti, Émilie Chouzenoux
A New Non-Convex Framework to Improve Asymptotical Knowledge on Generic Stochastic Gradient Descent. MLSP (2023)
Thomas Guilmeau, Émilie Chouzenoux, Víctor Elvira
Adaptive Simulated Annealing Through Alternating Rényi Divergence Minimization. ICASSP (2023)
Shalini Sharma, Angshul Majumdar, Émilie Chouzenoux, Victor Elvira
Deep State-Space Model for Predicting Cryptocurrency Price. CoRR (2023)
Émilie Chouzenoux, Andrés Contreras, Jean-Christophe Pesquet, Marion Savanier
Convergence Results for Primal-Dual Algorithms in the Presence of Adjoint Mismatch. SIAM J. Imaging Sci. 16 (1) (2023)
Yunshi Huang, Émilie Chouzenoux, Víctor Elvira, Jean-Christophe Pesquet
Efficient bayes inference in neural networks through adaptive importance sampling. J. Frankl. Inst. 360 (16) (2023)
Paul Zheng, Émilie Chouzenoux, Laurent Duval
PENDANTSS: PEnalized Norm-ratios Disentangling Additive Noise, Trend and Sparse Spikes. CoRR (2023)
Yunshi Huang, Émilie Chouzenoux, Jean-Christophe Pesquet
Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution. IEEE Trans. Image Process. 32 (2023)
Víctor Elvira, Émilie Chouzenoux, Jordi Cerdà, Gustau Camps-Valls
Graphs in State-Space Models for Granger Causality in Climate Science. CoRR (2023)
Stuti Jain, Émilie Chouzenoux, Kriti Kumar, Angshul Majumdar
Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Marion Savanier, Émilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell
Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density. IEEE Trans. Computational Imaging 9 (2023)
Paul Zheng, Émilie Chouzenoux, Laurent Duval
PENDANTSS: PEnalized Norm-Ratios Disentangling Additive Noise, Trend and Sparse Spikes. IEEE Signal Process. Lett. 30 (2023)
Émilie Chouzenoux, Ségolène Martin, Jean-Christophe Pesquet
A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery. J. Math. Imaging Vis. 65 (2) (2023)
Shao-Lun Huang, Émilie Chouzenoux, Simon J. Godsill, Tie Liu, Linqi Song, Lei Zhang
Special issue on non-deterministic machine learning. J. Frankl. Inst. 360 (17) (2023)
Émilie Chouzenoux, Victor Elvira
Sparse Graphical Linear Dynamical Systems. CoRR (2023)
Clément Cosserat, Ben Gabrielson, Émilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali
A Proximal Approach to IVA-G with Convergence Guarantees. ICASSP (2023)
Émilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet, Gabriele Scrivanti
A Variational Approach for Joint Image Recovery and Features Extraction Based on Spatially Varying Generalised Gaussian Models. CoRR (2022)
Shikha Singh, Émilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar
Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Aanchal Mongia, Émilie Chouzenoux, Angshul Majumdar
Computational Prediction of Drug-Disease Association Based on Graph-Regularized One Bit Matrix Completion. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (6) (2022)
Gabriele Scrivanti, Émilie Chouzenoux, Jean-Christophe Pesquet
A CNC approach for Directional Total Variation. EUSIPCO (2022)
Ségolène Martin, Malik Boudiaf, Émilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference. NeurIPS (2022)
Anurag Goel, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Deep Convolutional K-Means Clustering. ICIP (2022)
Thomas Guilmeau, Émilie Chouzenoux, Víctor Elvira
Proximal-Based Adaptive Simulated Annealing for Global Optimization. ICASSP (2022)
Claire Rossignol, Florent Sureau, Émilie Chouzenoux, Claude Comtat, Jean-Christophe Pesquet
A Bregman Majorization-Minimization Framework for Pet Image Reconstruction. ICIP (2022)
Émilie Chouzenoux, Jean-Baptiste Fest
SABRINA: A Stochastic Subspace Majorization-Minimization Algorithm. J. Optim. Theory Appl. 195 (3) (2022)
Cédric Delmon, Erwan Ferrandon, Émilie Chouzenoux, Audrey Prorot, Sophie Alain, Claire Lefort
Multiphoton Microscopy for Bacterial Imaging: A Label-free Solution Resting on Endogenous Two-photon Fluorescence. PHOTOPTICS (2022)
Gabriele Scrivanti, Émilie Chouzenoux, Jean-Christophe Pesquet
A CNC approach for Directional Total Variation. CoRR (2022)
Marion Savanier, Émilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell
Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density. CoRR (2022)
Stuti Jain, Émilie Chouzenoux, Kriti Kumar, Angshul Majumdar
Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction. CoRR (2022)
Marion Savanier, Émilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell
Unmatched Preconditioning of the Proximal Gradient Algorithm. IEEE Signal Process. Lett. 29 (2022)
Maissa Sghaier, Émilie Chouzenoux, Jean-Christophe Pesquet, Serge Muller
A Novel Task-Based reconstruction approach for digital breast tomosynthesis. Medical Image Anal. 77 (2022)
Shikha Singh, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification. ICIP (2022)
Víctor Elvira, Émilie Chouzenoux
Graphical Inference in Linear-Gaussian State-Space Models. IEEE Trans. Signal Process. 70 (2022)
Víctor Elvira, Émilie Chouzenoux
Optimized Population Monte Carlo. IEEE Trans. Signal Process. 70 (2022)
Wen Tang, Émilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim
Deep transform and metric learning network: Wedding deep dictionary learning and neural network. Neurocomputing 509 (2022)
Ségolène Martin, Malik Boudiaf, Émilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed
Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference. CoRR (2022)
Yunshi Huang, Émilie Chouzenoux, Victor Elvira, Jean-Christophe Pesquet
Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling. CoRR (2022)
Feriel Abboud, Marin Stamm, Émilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot
Distributed algorithms for scalable proximity operator computation and application to video denoising. Digit. Signal Process. 128 (2022)
Aanchal Mongia, Stuti Jain, Émilie Chouzenoux, Angshul Majumdar
DeepVir: Graphical Deep Matrix Factorization for In Silico Antiviral Repositioning - Application to COVID-19. J. Comput. Biol. 29 (5) (2022)
Divyanshu Talwar, Aanchal Mongia, Émilie Chouzenoux, Angshul Majumdar
Binary matrix completion on graphs: Application to collaborative filtering. Digit. Signal Process. 122 (2022)
Loubna El Gueddari, Chaithya Giliyar Radhakrishna, Émilie Chouzenoux, Philippe Ciuciu
Calibration-Less Multi-Coil Compressed Sensing Magnetic Resonance Image Reconstruction Based on OSCAR Regularization. J. Imaging 7 (3) (2021)
Vlad Vasilescu, Ana Neacsu, Émilie Chouzenoux, Jean-Christophe Pesquet, Corneliu Burileanu
A Deep Learning Approach For Improved Segmentation Of Lesions Related To Covid-19 Chest CT Scans. ISBI (2021)
Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux
Transformed Subspace Clustering. IEEE Trans. Knowl. Data Eng. 33 (4) (2021)
Wen Tang, Émilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim
Deep Transform and Metric Learning Networks. CoRR (2021)
Yunshi Huang, Émilie Chouzenoux, Víctor Elvira
Probabilistic Modeling and Inference for Sequential Space-Varying Blur Identification. IEEE Trans. Computational Imaging 7 (2021)
Wen Tang, Émilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim
Deep Transform and Metric Learning Networks. ICASSP (2021)
Ségolène Martin, Émilie Chouzenoux, Jean-Christophe Pesquet
A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization Problems. EUSIPCO (2021)
Alexandre Bône, Samy Ammari, Jean-Philippe Lamarque, Mickael Elhaik, Émilie Chouzenoux, François Nicolas, Philippe Robert, Corinne Balleyguier, Nathalie Lassau, Marc-Michel Rohé
Contrast-Enhanced Brain MRI Synthesis With Deep Learning: Key Input Modalities and Asymptotic Performance. ISBI (2021)
Jean-Baptiste Fest, Émilie Chouzenoux
Stochastic Majorize-Minimize Subspace Algorithm with Application to Binary Classification. EUSIPCO (2021)
Yunshi Huang, Émilie Chouzenoux, Jean-Christophe Pesquet
Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution. CoRR (2021)
Thomas Guilmeau, Émilie Chouzenoux, Víctor Elvira
Simulated Annealing: a Review and a New Scheme. SSP (2021)
Pooja Gupta, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
SuperDeConFuse: A supervised deep convolutional transform based fusion framework for financial trading systems. Expert Syst. Appl. 169 (2021)
Mouna Gharbi, Émilie Chouzenoux, Jean-Christophe Pesquet, Laurent Duval
GPU-based Implementations of MM Algorithms. Application to Spectroscopy Signal Restoration. EUSIPCO (2021)
Snehil Dahiya, Shalini Sharma, Dhruv Sahnan, Vasu Goel, Émilie Chouzenoux, Víctor Elvira, Angshul Majumdar, Anil Bandhakavi, Tanmoy Chakraborty
Would Your Tweet Invoke Hate on the Fly? Forecasting Hate Intensity of Reply Threads on Twitter. KDD (2021)
Tirza Routtenberg, Alberto Carini, Émilie Chouzenoux, Piya Pal, José Carlos Moreira Bermudez, Lucio Marcenaro
Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest [SP Competitions]. IEEE Signal Process. Mag. 38 (2) (2021)
Shalini Sharma, Víctor Elvira, Émilie Chouzenoux, Angshul Majumdar
Recurrent dictionary learning for state-space models with an application in stock forecasting. Neurocomputing 450 (2021)
Yingping Li, Émilie Chouzenoux, Benoit Charmettant, Baya Benatsou, Jean-Philippe Lamarque, Nathalie Lassau
Lightweight U-Net For Lesion Segmentation In Ultrasound Images. ISBI (2021)
Mathilde Galinier, Marco Prato, Émilie Chouzenoux, Jean-Christophe Pesquet
A Hybrid Interior Point - Deep Learning Approach for Poisson Image Deblurring. MLSP (2020)
Marion Savanier, Émilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell, Yves Trousset
Proximal Gradient Algorithm in the Presence of Adjoint Mismatch. EUSIPCO (2020)
Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
DeConFuse : A Deep Convolutional Transform based Unsupervised Fusion Framework. CoRR (2020)
Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. CoRR (2020)
Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. EUSIPCO (2020)
Émilie Chouzenoux, Víctor Elvira
Graphem: EM Algorithm for Blind Kalman Filtering Under Graphical Sparsity Constraints. ICASSP (2020)
Émilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet
A Proximal Interior Point Algorithm with Applications to Image Processing. J. Math. Imaging Vis. 62 (6-7) (2020)
Yosra Marnissi, Émilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet
Majorize-Minimize Adapted Metropolis-Hastings Algorithm. IEEE Trans. Signal Process. 68 (2020)
Maissa Sghaier, Émilie Chouzenoux, Jean-Christophe Pesquet, Serge Muller
A New Spatially Adaptive TV Regularization for Digital Breast Tomosynthesis. ISBI (2020)
Aanchal Mongia, Neha Jhamb, Émilie Chouzenoux, Angshul Majumdar
Deep latent factor model for collaborative filtering. Signal Process. 169 (2020)
Aanchal Mongia, Stuti Jain, Émilie Chouzenoux, Angshul Majumdar
DeepVir - Graphical Deep Matrix Factorization for "In Silico" Antiviral Repositioning: Application to COVID-19. CoRR (2020)
Mathieu Chalvidal, Émilie Chouzenoux
Block Distributed Majorize-Minimize Memory Gradient Algorithm and its application to 3D image restoration. CoRR (2020)
Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Deep Convolutional Transform Learning - Extended version. CoRR (2020)
Mathieu Chalvidal, Émilie Chouzenoux
Block Distributed 3MG Algorithm and its Application to 3D Image Restoration. ICIP (2020)
Afef Cherni, Émilie Chouzenoux, Laurent Duval, Jean-Christophe Pesquet
SPOQ $\ell _p$-Over-$\ell _q$ Regularization for Sparse Signal Recovery Applied to Mass Spectrometry. IEEE Trans. Signal Process. 68 (2020)
Wen Tang, Émilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim
Deep Transform and Metric Learning Network: Wedding Deep Dictionary Learning and Neural Networks. CoRR (2020)
Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
DeConFuse: a deep convolutional transform-based unsupervised fusion framework. EURASIP J. Adv. Signal Process. 2020 (1) (2020)
Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Deep Convolutional Transform Learning. ICONIP (5) (2020)
Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Deeply transformed subspace clustering. Signal Process. 174 (2020)
Alessandro Benfenati, Émilie Chouzenoux, Jean-Christophe Pesquet
Proximal approaches for matrix optimization problems: Application to robust precision matrix estimation. Signal Process. 169 (2020)
Shikha Singh, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring. ICASSP (2020)
Pooja Gupta, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia
SuperDeConFuse: A Supervised Deep Convolutional Transform based Fusion Framework for Financial Trading Systems. CoRR (2020)
Marie-Caroline Corbineau, Denis Kouamé, Émilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet
Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images. IEEE Signal Process. Lett. 26 (10) (2019)
Loubna El Gueddari, Philippe Ciuciu, Émilie Chouzenoux, Alexandre Vignaud, Jean-Christophe Pesquet
Calibrationless Oscar-Based Image Reconstruction in Compressed Sensing Parallel MRI. ISBI (2019)
Émilie Chouzenoux, Tim Tsz-Kit Lau, Claire Lefort, Jean-Christophe Pesquet
Optimal Multivariate Gaussian Fitting with Applications to PSF Modeling in Two-Photon Microscopy Imaging. J. Math. Imaging Vis. 61 (7) (2019)
Feriel Abboud, Émilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli
An alternating proximal approach for blind video deconvolution. Signal Process. Image Commun. 70 (2019)
Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux
Transformed Subspace Clustering. CoRR (2019)
Luis M. Briceño-Arias, Giovanni Chierchia, Émilie Chouzenoux, Jean-Christophe Pesquet
A random block-coordinate Douglas-Rachford splitting method with low computational complexity for binary logistic regression. Comput. Optim. Appl. 72 (3) (2019)
Aanchal Mongia, Vidit Jain, Émilie Chouzenoux, Angshul Majumdar
Deep Latent Factor Model for Predicting Drug Target Interactions. ICASSP (2019)
Aanchal Mongia, Neha Jhamb, Émilie Chouzenoux, Angshul Majumdar
Deep Latent Factor Model for Collaborative Filtering. CoRR (2019)
Yunshi Huang, Émilie Chouzenoux, Víctor Elvira
Particle Filtering for Online Space-Varying Blur Identification. CAMSAP (2019)
Marie-Caroline Corbineau, Carla Bertocchi, Émilie Chouzenoux, Marco Prato, Jean-Christophe Pesquet
Learned Image Deblurring by Unfolding a Proximal Interior Point Algorithm. ICIP (2019)
Yosra Marnissi, D. Abboud, Émilie Chouzenoux, Jean-Christophe Pesquet, M. El-Badaoui, Amel Benazza-Benyahia
A Data Augmentation Approach for Sampling Gaussian Models in High Dimension. EUSIPCO (2019)
Marie-Caroline Corbineau, Denis Kouamé, Émilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet
Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images. CoRR (2019)
Víctor Elvira, Émilie Chouzenoux
Langevin-based Strategy for Efficient Proposal Adaptation in Population Monte Carlo. ICASSP (2019)
Ömer Deniz Akyildiz, Émilie Chouzenoux, Víctor Elvira, Joaquín Míguez
A Probabilistic Incremental Proximal Gradient Method. IEEE Signal Process. Lett. 26 (8) (2019)
Maissa Sghaier, Émilie Chouzenoux, Giovanni Palma, Jean-Christophe Pesquet, Serge Muller
A New Approach For Microcalcification Enhancement In Digital Breast Tomosynthesis Reconstruction. ISBI (2019)

Émilie Chouzenoux.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Émilie Chouzenoux