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Numerical Functional Analysis and Optimization Volume 38, 2017 - Issue 5
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Original Articles

A First-Order Stochastic Primal-Dual Algorithm with Correction Step

Lorenzo RosascoLaboratory for Computational and Statistical Learning, Istituto Italiano di Tecnologia, Genova, Italy;Massachusetts Institute of Technology, Cambridge, Massachusetts, USA;Department of Informatics, Bioengineering, Robotics, and Systems Engineering (DIBRIS), Università di Genova, Genova, ItalyCorrespondence[email protected]
,
Silvia VillaDipartimento di Matematica, Politecnico di Milano, Milano, Italy
&
Bằng Công VũLaboratory for Computational and Statistical Learning, Istituto Italiano di Tecnologia, Genova, Italy;Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
Pages 602-626 | Received 26 Feb 2016, Accepted 25 Oct 2016, Published online: 18 Apr 2017

Citations (7)

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Van Dung Nguyen & Băng Công Vũ. (2023) A stochastic variance reduction algorithm with Bregman distances for structured composite problems. Optimization 72:6, pages 1463-1484.
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Articles from other publishers (6)

Van Dung Nguyen & Bắng Công Vũ. (2022) Convergence analysis of the stochastic reflected forward–backward splitting algorithm. Optimization Letters 16:9, pages 2649-2679.
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Feriel Abboud, Marin Stamm, Emilie Chouzenoux, Jean-Christophe Pesquet & Hugues Talbot. (2022) Distributed algorithms for scalable proximity operator computation and application to video denoising. Digital Signal Processing 128, pages 103610.
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Lorenzo Rosasco, Silvia Villa & Bằng Công Vũ. (2019) Convergence of Stochastic Proximal Gradient Algorithm. Applied Mathematics & Optimization 82:3, pages 891-917.
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Radu Ioan Boţ & Axel Böhm. (2020) Variable Smoothing for Convex Optimization Problems Using Stochastic Gradients. Journal of Scientific Computing 85:2.
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Feriel Abbouds, Emilie Chouzenoux, Jean-Christophe Pesquet & Hugues Talbot. (2018) A Multicore Convex Optimization Algorithm with Applications to Video Restoration. A Multicore Convex Optimization Algorithm with Applications to Video Restoration.
Junhong Lin, Lorenzo Rosasco, Silvia Villa & Ding-Xuan Zhou. (2017) Modified Fejér sequences and applications. Computational Optimization and Applications 71:1, pages 95-113.
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