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Iteration-Complexity of a Generalized Forward Backward Splitting Algorithm

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré
ICASSP'14, May 2014, Florence, Italy. 5 pp
Conference papers hal-01073917v1
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Local Linear Convergence of Forward--Backward under Partial Smoothness

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré
Advances in Neural Information Processing Systems (NIPS), Dec 2014, Montréal, Canada
Conference papers hal-01150460v1
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Identification en temps fini et convergence linéaire locale de l'algorithme proximal implicite-explicite inertiel

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré
GRETSI, 2015, Lyon, France
Conference papers hal-02456431v1
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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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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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Convergence Rates of First-Order Operator Splitting Methods

Jingwei Liang
Optimization and Control [math.OC]. Normandie Université; GREYC CNRS UMR 6072, 2016. English. ⟨NNT : ⟩
Theses tel-01388978v2
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Local Linear Convergence of Douglas-Rachford/ADMM for Low Complexity Regularization

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré , Russell Luke
SPARS, 2015, Cambridge, United Kingdom
Conference papers hal-02456435v1
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Convergence Rates of Forward-Douglas-Rachford Splitting Method

Cesare Molinari , Jingwei Liang , Jalal M. Fadili
Journal of Optimization Theory and Applications, 2019, 8 (4), ⟨10.1007/s10957-019-01524-9⟩
Journal articles hal-02111079v1
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On the Convergence Rates of Proximal Splitting Algorithms

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré
IEEE International Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France
Conference papers hal-01080059v1
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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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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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Local Linear Convergence of Inertial Forward-Backward Splitting for Low Complexity Regularization

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré
SPARS, 2015, Cambridge, France
Conference papers hal-02456434v1
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Activity Identification and Local Linear Convergence of Douglas–Rachford/ADMM under Partial Smoothness

Jingwei Liang , Jalal M. Fadili , Gabriel Peyré , Russell Luke
SSVM 2015 - International Conference on Scale Space and Variational Methods in Computer Vision, May 2015, Lège-Cap Ferret, France. pp.642-653, ⟨10.1007/978-3-319-18461-6_51⟩
Conference papers hal-01201596v1