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Continuum limits of nonlocal $p$-Laplacian variational problems on graphs

Yosra Hafiene , Jalal M. Fadili , Abderrahim Elmoataz
SIAM Journal on Imaging Sciences, 2019
Journal articles hal-02268163v1
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Non-smooth Non-convex Bregman Minimization: Unification and new Algorithms

Peter Ochs , Jalal M. Fadili , Thomas Brox
Journal of Optimization Theory and Applications, In press
Journal articles hal-01921804v1

Sparse Image and Signal Processing: Wavelets and Related Geometric Multiscale Analysis, Cambridge University Press

Jean-Luc Starck , Fionn Murtagh , Jalal M. Fadili
2015
Books hal-01658853v1
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The degrees of freedom of partly smooth regularizers

Samuel Vaiter , Charles-Alban Deledalle , Jalal M. Fadili , Gabriel Peyré , Charles H Dossal
Annals of the Institute of Statistical Mathematics, 2017, 69 (4), pp.791 - 832. ⟨10.1007/s10463-016-0563-z⟩
Journal articles hal-00981634v4
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Sensitivity Analysis for Mirror-Stratifiable Convex Functions

Jalal M. Fadili , Jérôme Malick , Gabriel Peyré
SIAM Journal on Optimization, 2018, 28 (4), pp.2975-3000. ⟨10.1137/17M113825X⟩
Journal articles hal-01560130v2
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ON QUASI-NEWTON FORWARD-BACKWARD SPLITTING: PROXIMAL CALCULUS AND CONVERGENCE

Stephen Becker , Jalal M. Fadili , Peter Ochs
SIAM Journal on Optimization, In press
Journal articles hal-02268169v1
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Generalized Conditional Gradient with Augmented Lagrangian for Composite Optimization

Antonio Silveti-Falls , Cesare Molinari , Jalal M. Fadili
SPARS 2019, Jul 2019, Toulouse, France
Conference papers hal-02268280v1

Agrégation à poids exponentiels et estimation penalisée : Inégalités oracles

Tung Duy Luu , Jalal M. Fadili , Christophe Chesneau
26th GRETSI Symposium on Signal and Image Processing, 2017, Juan les Pins, France
Conference papers hal-02952157v1
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Local Linear Convergence Analysis of Primal-Dual Splitting Methods

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré
Optimization, In press
Journal articles hal-01921834v1
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Agrégation à poids exponentiels et estimation penalisée : Inégalités oracles

Duy Tung Luu , Jalal M. Fadili , Christophe Chesneau
26th GRETSI Symposium on Signal and Image Processing, Sep 2017, Juan Les Pins, France
Conference papers hal-01658858v1
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The degrees of freedom of the Lasso for general design matrix

Charles H Dossal , Maher Kachour , Jalal M. Fadili , Gabriel Peyré , Christophe Chesneau
Statistica Sinica, 2013, 23 (2), pp.809-828. ⟨10.5705/ss.2011.281⟩
Journal articles hal-00638417v3
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Local Behavior of Sparse Analysis Regularization: Applications to Risk Estimation

Samuel Vaiter , Charles Deledalle , Gabriel Peyré , Charles H Dossal , Jalal M. Fadili
Applied and Computational Harmonic Analysis, 2013, 35 (3), pp.433-451. ⟨10.1016/j.acha.2012.11.006⟩
Journal articles hal-00687751v2
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Robust Sparse Analysis Regularization

Samuel Vaiter , Gabriel Peyré , Charles H Dossal , Jalal M. Fadili
IEEE Transactions on Information Theory, 2013, 59 (4), pp.2001-2016. ⟨10.1109/TIT.2012.2233859⟩
Journal articles hal-00627452v5
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Model Selection with Low Complexity Priors

Samuel Vaiter , Mohammad Golbabaee , Jalal M. Fadili , Gabriel Peyré
Information and Inference, 2015, 52 p
Journal articles hal-00842603v3
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Local Convergence Properties of Douglas–Rachford and Alternating Direction Method of Multipliers

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré
Journal of Optimization Theory and Applications, 2017, 172 (3), pp.874-913. ⟨10.1007/s10957-017-1061-z⟩
Journal articles hal-01658848v1
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Nonlocal p-Laplacian evolution problems on graphs

Yosra Hafiene , Jalal M. Fadili , Abderrahim Elmoataz
SIAM Journal on Numerical Analysis, 2018, 56 (2), pp.1064-1090
Journal articles hal-01921849v1
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Model Consistency for Learning with Mirror-Stratifiable Regularizers

Jalal M. Fadili , Guillaume Garrigos , Jérôme Malick , Gabriel Peyré
International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2019, Naha, Japan. pp.1236-1244
Conference papers hal-01988309v1
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Continuum limit of the nonlocal p-Laplacian evolution problem on random inhomogeneous graphs

Hafiene Yosra , Jalal M. Fadili , Christophe Chesneau , Abderrahim Elmoataz
ESAIM: Mathematical Modelling and Numerical Analysis, In press
Journal articles hal-02276108v1
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Nonlocal perimeters and curvature flows on graphs with applications in image processing and high-dimensional data classification

Imad El Bouchairi , Abderrahim Elmoataz , Jalal M. Fadili
SIAM Journal on Imaging Sciences, In press, 16 (1), ⟨10.1137/22M148598X⟩
Journal articles hal-03631338v3
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Reconstruction de Phase Garantie par Descente Miroir

Jean-Jacques Godeme , Jalal M. Fadili , Xavier Buet , Myriam Zerrad , Michel Lequime , et al.
GRETSI, Sep 2022, Nancy, France
Conference papers hal-03864461v1
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A Multi-step Inertial Forward–Backward Splitting Method for Non-convex Optimization

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré
Advances in Neural Information Processing Systems (NIPS), Dec 2017, Barcelona, Spain
Conference papers hal-01658854v1
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ACTIVITY IDENTIFICATION AND LOCAL LINEAR CONVERGENCE OF FORWARD–BACKWARD-TYPE METHODS

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré
SIAM Journal on Optimization, 2017
Journal articles hal-01658850v1
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A mutual reference shape for segmentation fusion and evaluation

S. Jehan-Besson , R. Clouard , C. Tilmant , A. de Cesare , A. Lalande , et al.
2022
Preprints, Working Papers, ... hal-03357359v1
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Gradient conditionnel généralisé et lagrangien augmenté pour la minimisation composite

Antonio Silveti-Falls , Cesare Molinari , Jalal M. Fadili
GRETSI, Aug 2019, Lille, France
Conference papers hal-02268271v1
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Convergence Rates with Inexact Non-expansive Operators

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré
Mathematical Programming, Series A, 2016
Journal articles hal-01658852v1
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Agrégation à poids exponentiels et estimation penalisée : Algorithmes d’échantillonnage

Duy Tung Luu , Jalal M. Fadili , Christophe Chesneau
26th GRETSI Symposium on Signal and Image Processing, Sep 2017, Juan Les Pins, France
Conference papers hal-01658857v1
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Stochastic convex optimization from a continuous dynamical system perspective

Rodrigo Maulen , Jalal M. Fadili , Hedy Attouch
GRETSI, Sep 2022, Nancy, France
Conference papers hal-03864473v1
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Sharp Support Recovery from Noisy Random Measurements by L1 minimization

Charles H Dossal , Marie-Line Chabanol , Gabriel Peyré , Jalal M. Fadili
Applied and Computational Harmonic Analysis, 2012, 33 (1), pp.24-43. ⟨10.1016/j.acha.2011.09.003⟩
Journal articles hal-00553670v2
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Low Complexity Regularization of Linear Inverse Problems

Samuel Vaiter , Gabriel Peyré , Jalal M. Fadili
Sampling Theory, a Renaissance, Pfander, Götz E. (Ed.), 50 p., 2015, 978-3-319-19748-7. ⟨10.1007/978-3-319-19749-4⟩
Book sections hal-01018927v3
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The Degrees of Freedom of the Group Lasso

Samuel Vaiter , Charles Deledalle , Gabriel Peyré , Jalal M. Fadili , Charles H Dossal
International Conference on Machine Learning Workshop (ICML), 2012, Edinburgh, United Kingdom
Conference papers hal-00695292v1