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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
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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
Journal articles
hal-00981634v4
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Sensitivity Analysis for Mirror-Stratifiable Convex Functions
Jalal M. Fadili
,
Jérôme Malick
,
Gabriel Peyré
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
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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
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
Journal articles
hal-00687751v2
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Robust Sparse Analysis Regularization
Samuel Vaiter
,
Gabriel Peyré
,
Charles H Dossal
,
Jalal M. Fadili
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 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
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
Journal articles
hal-00553670v2
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Low Complexity Regularization of Linear Inverse Problems
Samuel Vaiter
,
Gabriel Peyré
,
Jalal M. Fadili
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
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