Émilie Chouzenoux - researchr alias

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Viewing Publication 1 - 77 from 77

2023

A Proximal Approach to IVA-G with Convergence GuaranteesClément Cosserat, Ben Gabrielson, Émilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali. icassp 2023: 1-5 [doi]

Stability of Unfolded Forward-Backward to Perturbations in Observed DataCécile de Valle, Ezequiel Centofanti, Émilie Chouzenoux, Jean-Christophe Pesquet. eusipco 2023: 865-869 [doi]

Gradient-based adaptive importance samplersVíctor Elvira, Émilie Chouzenoux, Ömer Deniz Akyildiz, Luca Martino. jfi, 360(13):9490-9514, September 2023. [doi]

A New Non-Convex Framework to Improve Asymptotical Knowledge on Generic Stochastic Gradient DescentJean-Baptiste Fest, Audrey Repetti, Émilie Chouzenoux. mlsp 2023: 1-6 [doi]

Adaptive Simulated Annealing Through Alternating Rényi Divergence MinimizationThomas Guilmeau, Émilie Chouzenoux, Víctor Elvira. icassp 2023: 1-5 [doi]

DeConDFFuse : Predicting drug-drug interaction using joint deep convolutional transform learning and decision forest fusion frameworkPooja Gupta, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia. eswa, 227:120238, October 2023. [doi]

Unrolled Variational Bayesian Algorithm for Image Blind DeconvolutionYunshi Huang, Émilie Chouzenoux, Jean-Christophe Pesquet. TIP, 32:430-445, 2023. [doi]

Efficient bayes inference in neural networks through adaptive importance samplingYunshi Huang, Émilie Chouzenoux, Víctor Elvira, Jean-Christophe Pesquet. jfi, 360(16):12125-12149, November 2023. [doi]

Special issue on non-deterministic machine learningShao-Lun Huang, Émilie Chouzenoux, Simon J. Godsill, Tie Liu, Linqi Song, Lei Zhang. jfi, 360(17):12875-12877, November 2023. [doi]

Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions PredictionStuti Jain, Émilie Chouzenoux, Kriti Kumar, Angshul Majumdar. titb, 27(5):2565-2574, May 2023. [doi]

Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular DensityMarion Savanier, Émilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell. tci, 9:502-516, 2023. [doi]

PENDANTSS: PEnalized Norm-Ratios Disentangling Additive Noise, Trend and Sparse SpikesPaul Zheng, Émilie Chouzenoux, Laurent Duval. spl, 30:215-219, 2023. [doi]

Convergence Results for Primal-Dual Algorithms in the Presence of Adjoint MismatchÉmilie Chouzenoux, Andrés Contreras, Jean-Christophe Pesquet, Marion Savanier. siamis, 16(1):1-34, March 2023. [doi]

A Local MM Subspace Method for Solving Constrained Variational Problems in Image RecoveryÉmilie Chouzenoux, Ségolène Martin, Jean-Christophe Pesquet. jmiv, 65(2):253-276, April 2023. [doi]

Graphit: Iterative Reweighted ℓ1 Algorithm for Sparse Graph Inference in State-Space ModelsÉmilie Chouzenoux, Víctor Elvira. icassp 2023: 1-5 [doi]

2022

Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image ClassificationShikha Singh 0001, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia. icip 2022: 206-210 [doi]

Multi-label Deep Convolutional Transform Learning for Non-intrusive Load MonitoringShikha Singh 0001, Émilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar. tkdd, 16(5), 2022. [doi]

Distributed algorithms for scalable proximity operator computation and application to video denoisingFeriel Abboud, Marin Stamm, Émilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot. dsp, 128:103610, 2022. [doi]

Multiphoton Microscopy for Bacterial Imaging: A Label-free Solution Resting on Endogenous Two-photon FluorescenceCédric Delmon, Erwan Ferrandon, Émilie Chouzenoux, Audrey Prorot, Sophie Alain, Claire Lefort. photoptics 2022: 76-83 [doi]

Optimized Population Monte CarloVíctor Elvira, Émilie Chouzenoux. tsp, 70:2489-2501, 2022. [doi]

Graphical Inference in Linear-Gaussian State-Space ModelsVíctor Elvira, Émilie Chouzenoux. tsp, 70:4757-4771, 2022. [doi]

Deep Convolutional K-Means ClusteringAnurag Goel, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia. icip 2022: 211-215 [doi]

Proximal-Based Adaptive Simulated Annealing for Global OptimizationThomas Guilmeau, Émilie Chouzenoux, Víctor Elvira. icassp 2022: 5453-5457 [doi]

Towards Practical Few-shot Query Sets: Transductive Minimum Description Length InferenceSégolène Martin, Malik Boudiaf, Émilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed. nips 2022: [doi]

DeepVir: Graphical Deep Matrix Factorization for In Silico Antiviral Repositioning - Application to COVID-19Aanchal Mongia, Stuti Jain, Émilie Chouzenoux, Angshul Majumdar. jcb, 29(5):441-452, 2022. [doi]

Computational Prediction of Drug-Disease Association Based on Graph-Regularized One Bit Matrix CompletionAanchal Mongia, Émilie Chouzenoux, Angshul Majumdar. tcbb, 19(6):3332-3339, 2022. [doi]

A Bregman Majorization-Minimization Framework for Pet Image ReconstructionClaire Rossignol, Florent Sureau, Émilie Chouzenoux, Claude Comtat, Jean-Christophe Pesquet. icip 2022: 1736-1740 [doi]

Unmatched Preconditioning of the Proximal Gradient AlgorithmMarion Savanier, Émilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell. spl, 29:1122-1126, 2022. [doi]

A CNC approach for Directional Total VariationGabriele Scrivanti, Émilie Chouzenoux, Jean-Christophe Pesquet. eusipco 2022: 488-492 [doi]

A Novel Task-Based reconstruction approach for digital breast tomosynthesisMaissa Sghaier, Émilie Chouzenoux, Jean-Christophe Pesquet, Serge Muller. mia, 77:102341, 2022. [doi]

Binary matrix completion on graphs: Application to collaborative filteringDivyanshu Talwar, Aanchal Mongia, Émilie Chouzenoux, Angshul Majumdar. dsp, 122:103350, 2022. [doi]

Deep transform and metric learning network: Wedding deep dictionary learning and neural networkWen Tang, Émilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim. ijon, 509:244-256, 2022. [doi]

SABRINA: A Stochastic Subspace Majorization-Minimization AlgorithmÉmilie Chouzenoux, Jean-Baptiste Fest. jota, 195(3):919-952, 2022. [doi]

2021

Contrast-Enhanced Brain MRI Synthesis With Deep Learning: Key Input Modalities and Asymptotic PerformanceAlexandre Bône, Samy Ammari, Jean-Philippe Lamarque, Mickael Elhaik, Émilie Chouzenoux, François Nicolas, Philippe Robert, Corinne Balleyguier, Nathalie Lassau, Marc-Michel Rohé. isbi 2021: 1159-1163 [doi]

Would Your Tweet Invoke Hate on the Fly? Forecasting Hate Intensity of Reply Threads on TwitterSnehil Dahiya, Shalini Sharma, Dhruv Sahnan, Vasu Goel, Émilie Chouzenoux, Víctor Elvira, Angshul Majumdar, Anil Bandhakavi, Tanmoy Chakraborty 0002. kdd 2021: 2732-2742 [doi]

Stochastic Majorize-Minimize Subspace Algorithm with Application to Binary ClassificationJean-Baptiste Fest, Émilie Chouzenoux. eusipco 2021: 2069-2073 [doi]

GPU-based Implementations of MM Algorithms. Application to Spectroscopy Signal RestorationMouna Gharbi, Émilie Chouzenoux, Jean-Christophe Pesquet, Laurent Duval. eusipco 2021: 2094-2098 [doi]

Calibration-Less Multi-Coil Compressed Sensing Magnetic Resonance Image Reconstruction Based on OSCAR RegularizationLoubna El Gueddari, Chaithya Giliyar Radhakrishna, Émilie Chouzenoux, Philippe Ciuciu. jimaging, 7(3):58, 2021. [doi]

Simulated Annealing: a Review and a New SchemeThomas Guilmeau, Émilie Chouzenoux, Víctor Elvira. gacm 2021: 101-105 [doi]

SuperDeConFuse: A supervised deep convolutional transform based fusion framework for financial trading systemsPooja Gupta, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia. eswa, 169:114206, 2021. [doi]

Probabilistic Modeling and Inference for Sequential Space-Varying Blur IdentificationYunshi Huang, Émilie Chouzenoux, Víctor Elvira. tci, 7:531-546, 2021. [doi]

Lightweight U-Net For Lesion Segmentation In Ultrasound ImagesYingping Li, Émilie Chouzenoux, Benoit Charmettant, Baya Benatsou, Jean-Philippe Lamarque, Nathalie Lassau. isbi 2021: 611-615 [doi]

Transformed Subspace ClusteringJyoti Maggu, Angshul Majumdar, Émilie Chouzenoux. tkde, 33(4):1796-1801, 2021. [doi]

A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization ProblemsSégolène Martin, Émilie Chouzenoux, Jean-Christophe Pesquet. eusipco 2021: 2074-2078 [doi]

Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest [SP Competitions]Tirza Routtenberg, Alberto Carini, Émilie Chouzenoux, Piya Pal, José Carlos Moreira Bermudez, Lucio Marcenaro. spm, 38(2):138-143, 2021. [doi]

Recurrent dictionary learning for state-space models with an application in stock forecastingShalini Sharma, Víctor Elvira, Émilie Chouzenoux, Angshul Majumdar. ijon, 450:1-13, 2021. [doi]

Deep Transform and Metric Learning NetworksWen Tang, Émilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim. icassp 2021: 2735-2739 [doi]

A Deep Learning Approach For Improved Segmentation Of Lesions Related To Covid-19 Chest CT ScansVlad Vasilescu, Ana Neacsu, Émilie Chouzenoux, Jean-Christophe Pesquet, Corneliu Burileanu. isbi 2021: 635-639 [doi]

2020

Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load MonitoringShikha Singh 0001, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia. icassp 2020: 4287-4291 [doi]

Proximal approaches for matrix optimization problems: Application to robust precision matrix estimationAlessandro Benfenati, Émilie Chouzenoux, Jean-Christophe Pesquet. sigpro, 169:107417, 2020. [doi]

Block Distributed 3MG Algorithm and its Application to 3D Image RestorationMathieu Chalvidal, Émilie Chouzenoux. icip 2020: 938-942 [doi]

SPOQ $\ell _p$-Over-$\ell _q$ Regularization for Sparse Signal Recovery Applied to Mass SpectrometryAfef Cherni, Émilie Chouzenoux, Laurent Duval, Jean-Christophe Pesquet. tsp, 68:6070-6084, 2020. [doi]

A Hybrid Interior Point - Deep Learning Approach for Poisson Image DeblurringMathilde Galinier, Marco Prato, Émilie Chouzenoux, Jean-Christophe Pesquet. mlsp 2020: 1-6 [doi]

ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data AnalysisPooja Gupta, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia. eusipco 2020: 1986-1990 [doi]

DeConFuse: a deep convolutional transform-based unsupervised fusion frameworkPooja Gupta, Jyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia. ejasp, 2020(1):26, 2020. [doi]

Deep Convolutional Transform LearningJyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia. iconip 2020: 300-307 [doi]

Deeply transformed subspace clusteringJyoti Maggu, Angshul Majumdar, Émilie Chouzenoux, Giovanni Chierchia. sigpro, 174:107628, 2020. [doi]

Majorize-Minimize Adapted Metropolis-Hastings AlgorithmYosra Marnissi, Émilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet. tsp, 68:2356-2369, 2020. [doi]

Deep latent factor model for collaborative filteringAanchal Mongia, Neha Jhamb, Émilie Chouzenoux, Angshul Majumdar. sigpro, 169:107366, 2020. [doi]

Proximal Gradient Algorithm in the Presence of Adjoint MismatchMarion Savanier, Émilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell, Yves Trousset. eusipco 2020: 2140-2144 [doi]

A New Spatially Adaptive TV Regularization for Digital Breast TomosynthesisMaissa Sghaier, Émilie Chouzenoux, Jean-Christophe Pesquet, Serge Muller. isbi 2020: 629-633 [doi]

A Proximal Interior Point Algorithm with Applications to Image ProcessingÉmilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet. jmiv, 62(6):919-940, 2020. [doi]

Graphem: EM Algorithm for Blind Kalman Filtering Under Graphical Sparsity ConstraintsÉmilie Chouzenoux, Víctor Elvira. icassp 2020: 5840-5844 [doi]

2019

An alternating proximal approach for blind video deconvolutionFeriel Abboud, Émilie Chouzenoux, Jean-Christophe Pesquet, Jean-Hugues Chenot, Louis Laborelli. spic, 70:21-36, 2019. [doi]

A random block-coordinate Douglas-Rachford splitting method with low computational complexity for binary logistic regressionLuis M. Briceño-Arias, Giovanni Chierchia, Émilie Chouzenoux, Jean-Christophe Pesquet. coap, 72(3):707-726, 2019. [doi]

Learned Image Deblurring by Unfolding a Proximal Interior Point AlgorithmMarie-Caroline Corbineau, Carla Bertocchi, Émilie Chouzenoux, Marco Prato, Jean-Christophe Pesquet. icip 2019: 4664-4668 [doi]

Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound ImagesMarie-Caroline Corbineau, Denis Kouamé, Émilie Chouzenoux, Jean-Yves Tourneret, Jean-Christophe Pesquet. spl, 26(10):1456-1460, 2019. [doi]

Langevin-based Strategy for Efficient Proposal Adaptation in Population Monte CarloVíctor Elvira, Émilie Chouzenoux. icassp 2019: 5077-5081 [doi]

Calibrationless Oscar-Based Image Reconstruction in Compressed Sensing Parallel MRILoubna El Gueddari, Philippe Ciuciu, Émilie Chouzenoux, Alexandre Vignaud, Jean-Christophe Pesquet. isbi 2019: 1532-1536 [doi]

Particle Filtering for Online Space-Varying Blur IdentificationYunshi Huang, Émilie Chouzenoux, Víctor Elvira. camsap 2019: 544-548 [doi]

A Data Augmentation Approach for Sampling Gaussian Models in High DimensionYosra Marnissi, D. Abboud, Émilie Chouzenoux, Jean-Christophe Pesquet, M. El Badaoui, Amel Benazza-Benyahia. eusipco 2019: 1-5 [doi]

Deep Latent Factor Model for Predicting Drug Target InteractionsAanchal Mongia, Vidit Jain, Émilie Chouzenoux, Angshul Majumdar. icassp 2019: 1254-1258 [doi]

A New Approach For Microcalcification Enhancement In Digital Breast Tomosynthesis ReconstructionMaissa Sghaier, Émilie Chouzenoux, Giovanni Palma, Jean-Christophe Pesquet, Serge Muller. isbi 2019: 1450-1454 [doi]

Optimal Multivariate Gaussian Fitting with Applications to PSF Modeling in Two-Photon Microscopy ImagingÉmilie Chouzenoux, Tim Tsz-Kit Lau, Claire Lefort, Jean-Christophe Pesquet. jmiv, 61(7):1037-1050, 2019. [doi]

A Probabilistic Incremental Proximal Gradient MethodÖmer Deniz Akyildiz, Émilie Chouzenoux, Víctor Elvira, Joaquín Míguez. spl, 26(8):1257-1261, 2019. [doi]

2014

Cramer-Rao bound for a sparse complex modelAnisia Florescu, Émilie Chouzenoux, Jean-Christophe Pesquet, Silviu Ciochina. iccomm 2014: 1-4 [doi]

Fast Constrained Least Squares Spectral Unmixing Using Primal-Dual Interior-Point OptimizationÉmilie Chouzenoux, Maxime Legendre, Saïd Moussaoui, Jérôme Idier. staeors, 7(1):59-69, 2014. [doi]

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