Constant step stochastic approximations involving differential inclusions: stability, long-run convergence and applications
Pascal Bianchi
,
Walid Hachem
,
Adil Salim
Article dans une revue
hal-02369439v1
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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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Snake: a stochastic proximal gradient algorithm for regularized problems over large graphs
Adil Salim
,
Pascal Bianchi
,
Walid Hachem
IEEE Transactions on Automatic Control , 2018
Article dans une revue
hal-02287871v1
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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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Probabilistic modeling and inference for sequential space-varying blur identification
Yunshi Huang
,
Emilie Chouzenoux
,
Víctor Elvira
Article dans une revue
hal-03225842v1
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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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An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension
Yosra Marnissi
,
Emilie Chouzenoux
,
Amel Benazza-Benyahia
,
Jean-Christophe Pesquet
Article dans une revue
hal-01797093v1
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Unbalanced L1 optimal transport for vector valued measures and application to Full Waveform Inversion
Gabriele Todeschi
,
Ludovic Métivier
,
Jean-Marie Mirebeau
2024
Pré-publication, Document de travail
hal-04486680v2
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Interpolating between Optimal Transport and MMD using Sinkhorn Divergences
Jean Feydy
,
Thibault Séjourné
,
François-Xavier Vialard
,
Shun-Ichi Amari
,
Alain Trouvé
,
et al.
Communication dans un congrès
hal-04435902v1
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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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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
Article dans une revue
hal-01672507v1
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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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Self-supervised Deep Learning for mmWave Beam Steering Exploiting Sub-6 GHz Channels
Irched Chafaa
,
Romain Negrel
,
Elena Veronica Belmega
,
Mérouane Debbah
Article dans une revue
hal-03567120v1
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Climate Science at the Interface Between Topological Data Analysis and Dynamical Systems Theory
Davide Faranda
,
Théo Lacombe
,
Nina Otter
,
Kristian Strommen
Article dans une revue
hal-04396161v1
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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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An Alternating Proximal Approach for Blind Video Deconvolution
Feriel Abboud
,
Emilie Chouzenoux
,
Jean-Christophe Pesquet
,
Jean-Hugues Chenot
,
Louis Laborelli
Article dans une revue
hal-01668437v2
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Transformed Locally Linear Manifold Clustering
Jyoti Maggu
,
Angshul Majumdar
,
Emilie Chouzenoux
Communication dans un congrès
hal-01862192v1
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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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Distributed Hypothesis Testing with Concurrent Detections
Pierre Escamilla
,
Michèle Wigger
,
Abdellatif Zaidi
Communication dans un congrès
hal-01806545v1
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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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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
Article dans une revue
hal-01985663v1
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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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Faster Wasserstein Distance Estimation with the Sinkhorn Divergence
Lenaic Chizat
,
Pierre Roussillon
,
Flavien Léger
,
François-Xavier Vialard
,
Gabriel Peyré
NeurIPS 2020 , Dec 2020, Vancouver, Canada. pp.2257-2269
Communication dans un congrès
hal-02867271v2
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A Constant Step Stochastic Douglas-Rachford Algorithm with Application to Non Separable Regularizations
Adil Salim
,
Pascal Bianchi
,
Walid Hachem
Communication dans un congrès
hal-02369904v1
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On Achievability for Downlink Cloud Radio Access Networks with Base Station Cooperation
Chien-Yi Wang
,
Michèle Wigger
,
Abdellatif Zaidi
Article dans une revue
hal-01807167v1
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A probabilistic incremental proximal gradient method
Ömer Deniz Akyildiz
,
Emilie Chouzenoux
,
Víctor Elvira
,
Joaquín Míguez
Article dans une revue
hal-01946642v1
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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
Communication dans un congrès
hal-02101262v1
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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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Regularity theory and geometry of unbalanced optimal transport
Thomas Gallouët
,
Roberta Ghezzi
,
François-Xavier Vialard
2024
Pré-publication, Document de travail
hal-03498098v2
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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
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