Emilie Chouzenoux

175 papers A* 2A 1B 13Misc 19Journal 100Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advances in Model-based Deep Learning. Signal Process. Emilie Chouzenoux, Nikolaos Ioannis Deligiannis, Aleksandra Pizurica
2025	J	`jnl`	A Divergence-Based Condition to Ensure Quantile Improvement in Black-Box Global Optimization. IEEE Trans. Evol. Comput. Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira
2025	J	`jnl`	An Effective Iterative Solution for Independent Vector Analysis With Convergence Guarantees. IEEE Trans. Signal Process. Clément Cosserat, Ben Gabrielson, Emilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali
2025	J	`jnl`	Analyse comparative d'algorithmes de restauration en architecture dépliée pour des signaux chromatographiques parcimonieux. CoRR Mouna Gharbi, Silvia Villa, Emilie Chouzenoux, Jean-Christophe Pesquet, Laurent Duval
2025	J	`jnl`	Deep Probabilistic Matrix Factorization on Graphs: Application to Drug Repositioning in Antimicrobial Resistance. IEEE Trans. Comput. Biol. Bioinform. Sayantika Chatterjee, Stuti Jain, Kriti Kumar, Emilie Chouzenoux, Angshul Majumdar
2025	—	`conf`	Deep Unrolled Architecture for Fast and Accurate Gaussian Independent Vector Analysis. SSP Gaspard Blaise, Clément Cosserat, Emilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali
2025	J	`jnl`	Regularized Rényi Divergence Minimization through Bregman Proximal Gradient Algorithms. J. Mach. Learn. Res. Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira
2025	J	`jnl`	Stability Bounds for the Unfolded Forward-Backward Algorithm. J. Math. Imaging Vis. Emilie Chouzenoux, Cécile de Valle, Jean-Christophe Pesquet
2024	A	`conf`	Adaptive importance sampling for heavy-tailed distributions via α-divergence minimization. AISTATS Thomas Guilmeau, Nicola Branchini, Emilie Chouzenoux, Victor Elvira
2024	J	`jnl`	An unrolled half-quadratic approach for sparse signal recovery in spectroscopy. Signal Process. Mouna Gharbi, Emilie Chouzenoux, Jean-Christophe Pesquet
2024	J	`jnl`	Convergence analysis of block majorize-minimize subspace approach. Optim. Lett. Emilie Chouzenoux, Jean-Baptiste Fest
2024	J	`jnl`	DeConFCluster: Deep Convolutional Transform Learning based multiview clustering fusion framework. Signal Process. Pooja Gupta, Anurag Goel, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2024	Misc	`conf`	Graphical Inference in Non-Markovian Linear-Gaussian State-Space Models. ICASSP Emilie Chouzenoux, Víctor Elvira
2024	J	`jnl`	Solution of Mismatched Monotone+Lipschitz Inclusion Problems. SIAM J. Optim. Emilie Chouzenoux, Jean-Christophe Pesquet, Fernando Roldán
2024	J	`jnl`	Sparse Graphical Linear Dynamical Systems. J. Mach. Learn. Res. Emilie Chouzenoux, Victor Elvira
2024	J	`jnl`	Stability Bounds for the Unfolded Forward-Backward Algorithm. CoRR Emilie Chouzenoux, Cécile de Valle, Jean-Christophe Pesquet
2024	—	`conf`	Unrolled Deep Networks for Sparse Signal Restoration in Analytical Chemistry. MLSP Mouna Gharbi, Silvia Villa, Emilie Chouzenoux, Jean-Christophe Pesquet, Laurent Duval
2023	J	`jnl`	A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery. J. Math. Imaging Vis. Emilie Chouzenoux, Ségolène Martin, Jean-Christophe Pesquet
2023	—	`conf`	A New Non-Convex Framework to Improve Asymptotical Knowledge on Generic Stochastic Gradient Descent. MLSP Jean-Baptiste Fest, Audrey Repetti, Emilie Chouzenoux
2023	Misc	`conf`	A Proximal Approach to IVA-G with Convergence Guarantees. ICASSP Clément Cosserat, Ben Gabrielson, Emilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali
2023	Misc	`conf`	Adaptive Simulated Annealing Through Alternating Rényi Divergence Minimization. ICASSP Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira
2023	J	`jnl`	Aggregated f-average Neural Network for Interpretable Ensembling. CoRR Mathieu Vu, Emilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed
2023	J	`jnl`	Convergence Results for Primal-Dual Algorithms in the Presence of Adjoint Mismatch. SIAM J. Imaging Sci. Emilie Chouzenoux, Andrés Contreras, Jean-Christophe Pesquet, Marion Savanier
2023	J	`jnl`	DeConDFFuse : Predicting drug-drug interaction using joint deep convolutional transform learning and decision forest fusion framework. Expert Syst. Appl. Pooja Gupta, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2023	J	`jnl`	Deep State-Space Model for Predicting Cryptocurrency Price. CoRR Shalini Sharma, Angshul Majumdar, Emilie Chouzenoux, Victor Elvira
2023	J	`jnl`	Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density. IEEE Trans. Computational Imaging Marion Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell
2023	J	`jnl`	Efficient bayes inference in neural networks through adaptive importance sampling. J. Frankl. Inst. Yunshi Huang, Emilie Chouzenoux, Víctor Elvira, Jean-Christophe Pesquet
2023	J	`jnl`	Gradient-based adaptive importance samplers. J. Frankl. Inst. Víctor Elvira, Emilie Chouzenoux, Ömer Deniz Akyildiz, Luca Martino
2023	J	`jnl`	Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction. IEEE J. Biomed. Health Informatics Stuti Jain, Emilie Chouzenoux, Kriti Kumar, Angshul Majumdar
2023	J	`jnl`	GraphIT: Iterative reweighted 𝓁 CoRR Emilie Chouzenoux, Victor Elvira
2023	Misc	`conf`	Graphit: Iterative Reweighted ℓ1 Algorithm for Sparse Graph Inference in State-Space Models. ICASSP Emilie Chouzenoux, Víctor Elvira
2023	J	`jnl`	Graphs in State-Space Models for Granger Causality in Climate Science. CoRR Víctor Elvira, Emilie Chouzenoux, Jordi Cerdà, Gustau Camps-Valls
2023	J	`jnl`	Majorization-Minimization for sparse SVMs. CoRR Alessandro Benfenati, Emilie Chouzenoux, Giorgia Franchini, Salla Latva-Aijo, Dominik Narnhofer, Jean-Christophe Pesquet, Sebastian J. Scott, Mahsa Yousefi
2023	J	`jnl`	PENDANTSS: PEnalized Norm-Ratios Disentangling Additive Noise, Trend and Sparse Spikes. IEEE Signal Process. Lett. Paul Zheng, Emilie Chouzenoux, Laurent Duval
2023	J	`jnl`	PENDANTSS: PEnalized Norm-ratios Disentangling Additive Noise, Trend and Sparse Spikes. CoRR Paul Zheng, Emilie Chouzenoux, Laurent Duval
2023	J	`jnl`	Sparse Graphical Linear Dynamical Systems. CoRR Emilie Chouzenoux, Victor Elvira
2023	J	`jnl`	Special issue on non-deterministic machine learning. J. Frankl. Inst. Shao-Lun Huang, Emilie Chouzenoux, Simon J. Godsill, Tie Liu, Linqi Song, Lei Zhang
2023	—	`conf`	Stability of Unfolded Forward-Backward to Perturbations in Observed Data. EUSIPCO Cécile de Valle, Ezequiel Centofanti, Emilie Chouzenoux, Jean-Christophe Pesquet
2023	J	`jnl`	Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution. IEEE Trans. Image Process. Yunshi Huang, Emilie Chouzenoux, Jean-Christophe Pesquet
2022	B	`conf`	A Bregman Majorization-Minimization Framework for Pet Image Reconstruction. ICIP Claire Rossignol, Florent Sureau, Emilie Chouzenoux, Claude Comtat, Jean-Christophe Pesquet
2022	—	`conf`	A CNC approach for Directional Total Variation. EUSIPCO Gabriele Scrivanti, Emilie Chouzenoux, Jean-Christophe Pesquet
2022	J	`jnl`	A CNC approach for Directional Total Variation. CoRR Gabriele Scrivanti, Emilie Chouzenoux, Jean-Christophe Pesquet
2022	J	`jnl`	A Novel Task-Based reconstruction approach for digital breast tomosynthesis. Medical Image Anal. Maissa Sghaier, Emilie Chouzenoux, Jean-Christophe Pesquet, Serge Muller
2022	J	`jnl`	A Variational Approach for Joint Image Recovery and Features Extraction Based on Spatially Varying Generalised Gaussian Models. CoRR Emilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet, Gabriele Scrivanti
2022	J	`jnl`	Binary matrix completion on graphs: Application to collaborative filtering. Digit. Signal Process. Divyanshu Talwar, Aanchal Mongia, Emilie Chouzenoux, Angshul Majumdar
2022	J	`jnl`	Computational Prediction of Drug-Disease Association Based on Graph-Regularized One Bit Matrix Completion. IEEE ACM Trans. Comput. Biol. Bioinform. Aanchal Mongia, Emilie Chouzenoux, Angshul Majumdar
2022	B	`conf`	Deep Convolutional K-Means Clustering. ICIP Anurag Goel, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2022	J	`jnl`	Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density. CoRR Marion Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell
2022	J	`jnl`	Deep transform and metric learning network: Wedding deep dictionary learning and neural network. Neurocomputing Wen Tang, Emilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim
2022	J	`jnl`	DeepVir: Graphical Deep Matrix Factorization for In Silico Antiviral Repositioning - Application to COVID-19. J. Comput. Biol. Aanchal Mongia, Stuti Jain, Emilie Chouzenoux, Angshul Majumdar
2022	J	`jnl`	Distributed algorithms for scalable proximity operator computation and application to video denoising. Digit. Signal Process. Feriel Abboud, Marin Stamm, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot
2022	J	`jnl`	Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling. CoRR Yunshi Huang, Emilie Chouzenoux, Victor Elvira, Jean-Christophe Pesquet
2022	J	`jnl`	Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction. CoRR Stuti Jain, Emilie Chouzenoux, Kriti Kumar, Angshul Majumdar
2022	J	`jnl`	Graphical Inference in Linear-Gaussian State-Space Models. IEEE Trans. Signal Process. Víctor Elvira, Emilie Chouzenoux
2022	J	`jnl`	Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring. ACM Trans. Knowl. Discov. Data Shikha Singh, Emilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar
2022	—	`conf`	Multiphoton Microscopy for Bacterial Imaging: A Label-free Solution Resting on Endogenous Two-photon Fluorescence. PHOTOPTICS Cédric Delmon, Erwan Ferrandon, Emilie Chouzenoux, Audrey Prorot, Sophie Alain, Claire Lefort
2022	J	`jnl`	Optimized Population Monte Carlo. IEEE Trans. Signal Process. Víctor Elvira, Emilie Chouzenoux
2022	Misc	`conf`	Proximal-Based Adaptive Simulated Annealing for Global Optimization. ICASSP Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira
2022	J	`jnl`	SABRINA: A Stochastic Subspace Majorization-Minimization Algorithm. J. Optim. Theory Appl. Emilie Chouzenoux, Jean-Baptiste Fest
2022	B	`conf`	Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification. ICIP Shikha Singh, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2022	J	`jnl`	Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference. CoRR Ségolène Martin, Malik Boudiaf, Emilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed
2022	A*	`conf`	Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference. NeurIPS Ségolène Martin, Malik Boudiaf, Emilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed
2022	J	`jnl`	Unmatched Preconditioning of the Proximal Gradient Algorithm. IEEE Signal Process. Lett. Marion Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell
2021	—	`conf`	A Deep Learning Approach For Improved Segmentation Of Lesions Related To Covid-19 Chest CT Scans. ISBI Vlad Vasilescu, Ana Neacsu, Emilie Chouzenoux, Jean-Christophe Pesquet, Corneliu Burileanu
2021	—	`conf`	A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization Problems. EUSIPCO Ségolène Martin, Emilie Chouzenoux, Jean-Christophe Pesquet
2021	J	`jnl`	Calibration-Less Multi-Coil Compressed Sensing Magnetic Resonance Image Reconstruction Based on OSCAR Regularization. J. Imaging Loubna El Gueddari, Chaithya Giliyar Radhakrishna, Emilie Chouzenoux, Philippe Ciuciu
2021	—	`conf`	Contrast-Enhanced Brain MRI Synthesis With Deep Learning: Key Input Modalities and Asymptotic Performance. ISBI Alexandre Bône, Samy Ammari, Jean-Philippe Lamarque, Mickael Elhaik, Emilie Chouzenoux, François Nicolas, Philippe Robert, Corinne Balleyguier, Nathalie Lassau, Marc-Michel Rohé
2021	Misc	`conf`	Deep Transform and Metric Learning Networks. ICASSP Wen Tang, Emilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim
2021	J	`jnl`	Deep Transform and Metric Learning Networks. CoRR Wen Tang, Emilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim
2021	J	`jnl`	Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest [SP Competitions]. IEEE Signal Process. Mag. Tirza Routtenberg, Alberto Carini, Emilie Chouzenoux, Piya Pal, José Carlos Moreira Bermudez, Lucio Marcenaro
2021	—	`conf`	GPU-based Implementations of MM Algorithms. Application to Spectroscopy Signal Restoration. EUSIPCO Mouna Gharbi, Emilie Chouzenoux, Jean-Christophe Pesquet, Laurent Duval
2021	—	`conf`	Lightweight U-Net For Lesion Segmentation In Ultrasound Images. ISBI Yingping Li, Emilie Chouzenoux, Benoit Charmettant, Baya Benatsou, Jean-Philippe Lamarque, Nathalie Lassau
2021	J	`jnl`	Probabilistic Modeling and Inference for Sequential Space-Varying Blur Identification. IEEE Trans. Computational Imaging Yunshi Huang, Emilie Chouzenoux, Víctor Elvira
2021	J	`jnl`	Recurrent dictionary learning for state-space models with an application in stock forecasting. Neurocomputing Shalini Sharma, Víctor Elvira, Emilie Chouzenoux, Angshul Majumdar
2021	—	`conf`	Simulated Annealing: a Review and a New Scheme. SSP Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira
2021	—	`conf`	Stochastic Majorize-Minimize Subspace Algorithm with Application to Binary Classification. EUSIPCO Jean-Baptiste Fest, Emilie Chouzenoux
2021	J	`jnl`	SuperDeConFuse: A supervised deep convolutional transform based fusion framework for financial trading systems. Expert Syst. Appl. Pooja Gupta, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2021	J	`jnl`	Transformed Subspace Clustering. IEEE Trans. Knowl. Data Eng. Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux
2021	J	`jnl`	Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution. CoRR Yunshi Huang, Emilie Chouzenoux, Jean-Christophe Pesquet
2021	A*	`conf`	Would Your Tweet Invoke Hate on the Fly? Forecasting Hate Intensity of Reply Threads on Twitter. KDD Snehil Dahiya, Shalini Sharma, Dhruv Sahnan, Vasu Goel, Emilie Chouzenoux, Víctor Elvira, Angshul Majumdar, Anil Bandhakavi, Tanmoy Chakraborty
2020	—	`conf`	A Hybrid Interior Point - Deep Learning Approach for Poisson Image Deblurring. MLSP Mathilde Galinier, Marco Prato, Emilie Chouzenoux, Jean-Christophe Pesquet
2020	—	`conf`	A New Spatially Adaptive TV Regularization for Digital Breast Tomosynthesis. ISBI Maissa Sghaier, Emilie Chouzenoux, Jean-Christophe Pesquet, Serge Muller
2020	J	`jnl`	A Proximal Interior Point Algorithm with Applications to Image Processing. J. Math. Imaging Vis. Emilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet
2020	B	`conf`	Block Distributed 3MG Algorithm and its Application to 3D Image Restoration. ICIP Mathieu Chalvidal, Emilie Chouzenoux
2020	J	`jnl`	Block Distributed Majorize-Minimize Memory Gradient Algorithm and its application to 3D image restoration. CoRR Mathieu Chalvidal, Emilie Chouzenoux
2020	—	`conf`	ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. EUSIPCO Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis. CoRR Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	DeConFuse : A Deep Convolutional Transform based Unsupervised Fusion Framework. CoRR Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	DeConFuse: a deep convolutional transform-based unsupervised fusion framework. EURASIP J. Adv. Signal Process. Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	Deep Convolutional Transform Learning - Extended version. CoRR Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	—	`conf`	Deep Convolutional Transform Learning. ICONIP (5) Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	J	`jnl`	Deep Transform and Metric Learning Network: Wedding Deep Dictionary Learning and Neural Networks. CoRR Wen Tang, Emilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim
2020	J	`jnl`	Deep latent factor model for collaborative filtering. Signal Process. Aanchal Mongia, Neha Jhamb, Emilie Chouzenoux, Angshul Majumdar
2020	J	`jnl`	DeepVir - Graphical Deep Matrix Factorization for "In Silico" Antiviral Repositioning: Application to COVID-19. CoRR Aanchal Mongia, Stuti Jain, Emilie Chouzenoux, Angshul Majumdar
2020	J	`jnl`	Deeply transformed subspace clustering. Signal Process. Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	Misc	`conf`	Graphem: EM Algorithm for Blind Kalman Filtering Under Graphical Sparsity Constraints. ICASSP Emilie Chouzenoux, Víctor Elvira
2020	J	`jnl`	Majorize-Minimize Adapted Metropolis-Hastings Algorithm. IEEE Trans. Signal Process. Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2020	Misc	`conf`	Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring. ICASSP Shikha Singh, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2020	—	`conf`	Proximal Gradient Algorithm in the Presence of Adjoint Mismatch. EUSIPCO Marion Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell, Yves Trousset
2020	J	`jnl`	Proximal approaches for matrix optimization problems: Application to robust precision matrix estimation. Signal Process. Alessandro Benfenati, Emilie Chouzenoux, Jean-Christophe Pesquet
2020	J	`jnl`	SPOQ $\ell _p$-Over-$\ell _q$ Regularization for Sparse Signal Recovery Applied to Mass Spectrometry. IEEE Trans. Signal Process. Afef Cherni, Emilie Chouzenoux, Laurent Duval, Jean-Christophe Pesquet
2020	J	`jnl`	SuperDeConFuse: A Supervised Deep Convolutional Transform based Fusion Framework for Financial Trading Systems. CoRR Pooja Gupta, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia
2019	—	`conf`	A Data Augmentation Approach for Sampling Gaussian Models in High Dimension. EUSIPCO Yosra Marnissi, Dany Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Mohamed El Badaoui, Amel Benazza-Benyahia
2019	—	`conf`	A New Approach For Microcalcification Enhancement In Digital Breast Tomosynthesis Reconstruction. ISBI Maissa Sghaier, Emilie Chouzenoux, Giovanni Palma, Jean-Christophe Pesquet, Serge Muller
2019	J	`jnl`	A Probabilistic Incremental Proximal Gradient Method. IEEE Signal Process. Lett. Ömer Deniz Akyildiz, Emilie Chouzenoux, Víctor Elvira, Joaquín Míguez
2019	J	`jnl`	A random block-coordinate Douglas-Rachford splitting method with low computational complexity for binary logistic regression. Comput. Optim. Appl. Luis M. Briceño-Arias, Giovanni Chierchia, Emilie Chouzenoux, Jean-Christophe Pesquet
2019	J	`jnl`	An alternating proximal approach for blind video deconvolution. Signal Process. Image Commun. Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli
2019	—	`conf`	Calibrationless Oscar-Based Image Reconstruction in Compressed Sensing Parallel MRI. ISBI Loubna El Gueddari, Philippe Ciuciu, Emilie Chouzenoux, Alexandre Vignaud, Jean-Christophe Pesquet
2019	J	`jnl`	Deep Latent Factor Model for Collaborative Filtering. CoRR Aanchal Mongia, Neha Jhamb, Emilie Chouzenoux, Angshul Majumdar
2019	Misc	`conf`	Deep Latent Factor Model for Predicting Drug Target Interactions. ICASSP Aanchal Mongia, Vidit Jain, Emilie Chouzenoux, Angshul Majumdar
2019	Misc	`conf`	Langevin-based Strategy for Efficient Proposal Adaptation in Population Monte Carlo. ICASSP Víctor Elvira, Emilie Chouzenoux
2019	B	`conf`	Learned Image Deblurring by Unfolding a Proximal Interior Point Algorithm. ICIP Marie-Caroline Corbineau, Carla Bertocchi, Emilie Chouzenoux, Marco Prato, Jean-Christophe Pesquet
2019	J	`jnl`	Optimal Multivariate Gaussian Fitting with Applications to PSF Modeling in Two-Photon Microscopy Imaging. J. Math. Imaging Vis. Emilie Chouzenoux, Tim Tsz-Kit Lau, Claire Lefort, Jean-Christophe Pesquet
2019	—	`conf`	Particle Filtering for Online Space-Varying Blur Identification. CAMSAP Yunshi Huang, Emilie Chouzenoux, Víctor Elvira
2019	J	`jnl`	Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images. CoRR Marie-Caroline Corbineau, Denis Kouamé, Emilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet
2019	J	`jnl`	Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images. IEEE Signal Process. Lett. Marie-Caroline Corbineau, Denis Kouamé, Emilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet
2019	J	`jnl`	Transformed Subspace Clustering. CoRR Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux
2018	B	`conf`	A Multicore Convex Optimization Algorithm with Applications to Video Restoration. ICIP Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot
2018	Misc	`conf`	A Nonconvex Variational Approach for Robust Graphical Lasso. ICASSP Alessandro Benfenati, Emilie Chouzenoux, Jean-Christophe Pesquet
2018	J	`jnl`	A Two-Stage Subspace Trust Region Approach for Deep Neural Network Training. CoRR Viacheslav Dudar, Giovanni Chierchia, Emilie Chouzenoux, Jean-Christophe Pesquet, Vladimir Semenov
2018	J	`jnl`	An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension. Entropy Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2018	—	`conf`	Convolutional Transform Learning. ICONIP (3) Jyoti Maggu, Emilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar
2018	J	`jnl`	Deep Unfolding of a Proximal Interior Point Method for Image Restoration. CoRR Carla Bertocchi, Emilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet, Marco Prato
2018	Misc	`conf`	Fast Dictionary-Based Approach for Mass Spectrometry Data Analysis. ICASSP Afef Cherni, Emilie Chouzenoux, Marc-André Delsuc
2018	—	`conf`	Geometry-Texture Decomposition/Reconstruction Using a Proximal Interior Point Algorithm. SAM Marie-Caroline Corbineau, Emilie Chouzenoux, Jean-Christophe Pesquet
2018	—	`conf`	Optimal multivariate Gaussian fitting for PSF modeling in two-photon microscopy. ISBI Tim Tsz-Kit Lau, Emilie Chouzenoux, Claire Lefort, Jean-Christophe Pesquet
2018	Misc	`conf`	PIPA: A New Proximal Interior Point Algorithm for Large-Scale Convex Optimization. ICASSP Marie-Caroline Corbineau, Emilie Chouzenoux, Jean-Christophe Pesquet
2018	—	`conf`	Transformed Locally Linear Manifold Clustering. EUSIPCO Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux
2017	J	`jnl`	A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior. CoRR Qi Wei, Emilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet
2017	J	`jnl`	A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression. CoRR Luis M. Briceño-Arias, Giovanni Chierchia, Emilie Chouzenoux, Jean-Christophe Pesquet
2017	J	`jnl`	A Stochastic Majorize-Minimize Subspace Algorithm for Online Penalized Least Squares Estimation. IEEE Trans. Signal Process. Emilie Chouzenoux, Jean-Christophe Pesquet
2017	J	`jnl`	A Variational Bayesian Approach for Image Restoration - Application to Image Deblurring With Poisson-Gaussian Noise. IEEE Trans. Computational Imaging Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet
2017	—	`conf`	A fast algorithm based on a sylvester-like equation for LS regression with GMRF prior. CAMSAP Qi Wei, Emilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet
2017	—	`conf`	A two-stage subspace trust region approach for deep neural network training. EUSIPCO Viacheslav Dudar, Giovanni Chierchia, Emilie Chouzenoux, Jean-Christophe Pesquet, Vladimir Semenov
2017	J	`jnl`	Dual Block-Coordinate Forward-Backward Algorithm with Application to Deconvolution and Deinterlacing of Video Sequences. J. Math. Imaging Vis. Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli
2016	J	`jnl`	A Survey of Stochastic Simulation and Optimization Methods in Signal Processing. IEEE J. Sel. Top. Signal Process. Marcelo Pereyra, Philip Schniter, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Yves Tourneret, Alfred O. Hero III, Steve McLaughlin
2016	J	`jnl`	A Variational Bayesian Approach for Restoring Data Corrupted with Non-Gaussian Noise. CoRR Yosra Marnissi, Yuling Zheng, Emilie Chouzenoux, Jean-Christophe Pesquet
2016	J	`jnl`	A block coordinate variable metric forward-backward algorithm. J. Glob. Optim. Emilie Chouzenoux, Jean-Christophe Pesquet, Audrey Repetti
2016	B	`conf`	A block parallel majorize-minimize memory gradient algorithm. ICIP Sara Cadoni, Emilie Chouzenoux, Jean-Christophe Pesquet, Caroline Chaux
2016	—	`conf`	An auxiliary variable method for Langevin based MCMC algorithms. SSP Yosra Marnissi, Emilie Chouzenoux, Jean-Christophe Pesquet, Amel Benazza-Benyahia
2016	J	`jnl`	Convergence Rate Analysis of the Majorize-Minimize Subspace Algorithm. IEEE Signal Process. Lett. Emilie Chouzenoux, Jean-Christophe Pesquet
2016	—	`conf`	Proximity operators for a class of hybrid sparsity + entropy priors application to dosy NMR signal reconstruction. ISIVC Afef Cherni, Emilie Chouzenoux, Marc-André Delsuc
2015	J	`jnl`	A Convex Approach for Image Restoration with Exact Poisson-Gaussian Likelihood. SIAM J. Imaging Sci. Emilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot
2015	Misc	`conf`	A distributed strategy for computing proximity operators. ACSSC Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli
2015	B	`conf`	A dual block coordinate proximal algorithm with application to deconvolution of interlaced video sequences. ICIP Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli
2015	—	`conf`	A parallel block-coordinate approach for primal-dual splitting with arbitrary random block selection. EUSIPCO Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet
2015	Misc	`conf`	A random block-coordinate primal-dual proximal algorithm with application to 3D mesh denoising. ICASSP Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet
2015	J	`jnl`	Euclid in a Taxicab: Sparse Blind Deconvolution with Smoothed ℓ IEEE Signal Process. Lett. Audrey Repetti, Mai Quyen Pham, Laurent Duval, Emilie Chouzenoux, Jean-Christophe Pesquet
2015	J	`jnl`	Tutorial on Stochastic Simulation and Optimization Methods in Signal Processing. CoRR Marcelo Pereyra, Philip Schniter, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Yves Tourneret, Alfred O. Hero III, Steve McLaughlin
2014	J	`jnl`	A Majorize-Minimize Memory Gradient method for complex-valued inverse problems. Signal Process. Anisia Florescu, Emilie Chouzenoux, Jean-Christophe Pesquet, Philippe Ciuciu, Silviu Ciochina
2014	—	`conf`	A hybrid alternating proximal method for blind video restoration. EUSIPCO Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli
2014	—	`conf`	A multi-parameter optimization approach for complex continuous sparse modelling. DSP Emilie Chouzenoux, Jean-Christophe Pesquet, Anisia Florescu
2014	B	`conf`	A nonconvex regularized approach for phase retrieval. ICIP Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet
2014	Misc	`conf`	A preconditioned Forward-Backward approach with application to large-scale nonconvex spectral unmixing problems. ICASSP Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet
2014	—	`conf`	A stochastic 3MG algorithm with application to 2D filter identification. EUSIPCO Emilie Chouzenoux, Jean-Christophe Pesquet, Anisia Florescu
2014	—	`conf`	Cramer-Rao bound for a sparse complex model. COMM Anisia Florescu, Emilie Chouzenoux, Jean-Christophe Pesquet, Silviu Ciochina
2014	J	`jnl`	Fast Constrained Least Squares Spectral Unmixing Using Primal-Dual Interior-Point Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Emilie Chouzenoux, Maxime Legendre, Saïd Moussaoui, Jérôme Idier
2014	—	`conf`	Majorize-Minimize adapted metropolis-hastings algorithm. Application to multichannel image recovery. EUSIPCO Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet
2014	B	`conf`	Primal-dual interior-point optimization based on majorization-minimization for edge-preserving spectral unmixing. ICIP Maxime Legendre, Saïd Moussaoui, Emilie Chouzenoux, Jérôme Idier
2014	J	`jnl`	Variable Metric Forward-Backward Algorithm for Minimizing the Sum of a Differentiable Function and a Convex Function. J. Optim. Theory Appl. Emilie Chouzenoux, Jean-Christophe Pesquet, Audrey Repetti
2013	J	`jnl`	A Majorize-Minimize Subspace Approach for ℓ SIAM J. Imaging Sci. Emilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot
2013	—	`conf`	A complex-valued Majorize-Minimize Memory Gradient method with application to parallel MRI. EUSIPCO Anisia Florescu, Emilie Chouzenoux, Jean-Christophe Pesquet, Philippe Ciuciu, Silviu Ciochina
2013	B	`conf`	A majorize-minimize memory gradient algorithm applied to X-ray tomography. ICIP Emilie Chouzenoux, Fiona Zolyniak, Emmanuelle Gouillart, Hugues Talbot
2013	J	`jnl`	Algorithme primal-dual de points intérieurs pour l'estimation pénalisée des cartes d'abondances en imagerie hyperspectrale. Traitement du Signal Emilie Chouzenoux, Saïd Moussaoui, Maxime Legendre, Jérôme Idier
2013	B	`conf`	Generalized multivariate exponential power prior for wavelet-based multichannel image restoration. ICIP Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet
2013	Misc	`conf`	Primal-dual interior point optimization for a regularized reconstruction of NMR relaxation time distributions. ICASSP Emilie Chouzenoux, Saïd Moussaoui, Jérôme Idier, François Mariette
2012	—	`conf`	A penalized weighted least squares approach for restoring data corrupted with signal-dependent noise. EUSIPCO Audrey Repetti, Emilie Chouzenoux, Jean-Christophe Pesquet
2012	Misc	`conf`	A primal-dual proximal splitting approach for restoring data corrupted with poisson-gaussian noise. ICASSP Anna Jezierska, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot
2012	—	`conf`	Primal dual interior point optimization for penalized least squares estimation of abundance maps in hyperspectral imaging. WHISPERS Saïd Moussaoui, Jérôme Idier, Emilie Chouzenoux
2011	J	`jnl`	A Majorize-Minimize Strategy for Subspace Optimization Applied to Image Restoration. IEEE Trans. Image Process. Emilie Chouzenoux, Jérôme Idier, Saïd Moussaoui
2011	B	`conf`	A Memory Gradient algorithm for ℓ2 - ℓ0 regularization with applications to image restoration. ICIP Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot, Anna Jezierska
2011	J	`jnl`	OPTIMED : optimisation itérative pour la résolution de problèmes inverses de grande taille. Traitement du Signal Lotfi Chaâri, Emilie Chouzenoux, Nelly Pustelnik, Caroline Chaux, Saïd Moussaoui
2010	J	`jnl`	Efficient Maximum Entropy Reconstruction of Nuclear Magnetic Resonance T1-T2 Spectra. IEEE Trans. Signal Process. Emilie Chouzenoux, Saïd Moussaoui, Jérôme Idier, François Mariette
2010	Misc	`conf`	Optimization of a maximum entropy criterion for 2D Nuclear Magnetic Resonance reconstruction. ICASSP Emilie Chouzenoux, Saïd Moussaoui, Jérôme Idier, François Mariette
2009	—	`conf`	A majorize-minimize line search algorithm for barrier function optimization. EUSIPCO Emilie Chouzenoux, Saïd Moussaoui, Jérôme Idier