A nested primal-dual FISTA-like scheme for composite convex optimization problems
From MaRDI portal
Publication:2111467
DOI10.1007/s10589-022-00410-xOpenAlexW4293150034MaRDI QIDQ2111467
Marco Prato, Simone Rebegoldi, Silvia Bonettini
Publication date: 16 January 2023
Published in: Computational Optimization and Applications (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10589-022-00410-x
convex optimizationimage deblurringprimal-dual algorithmsforward-backward algorithmsinertial techniques
Related Items (1)
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Nonlinear total variation based noise removal algorithms
- A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
- On the ergodic convergence rates of a first-order primal-dual algorithm
- A primal-dual splitting method for convex optimization involving Lipschitzian, proximable and linear composite terms
- On the convergence of the iterates of the ``fast iterative shrinkage/thresholding algorithm
- Fixed point and Bregman iterative methods for matrix rank minimization
- Fixed-point algorithms for inverse problems in science and engineering. Based on the presentations at the interdisciplinary workshop, BIRS, Banff, Canada, November 1--6, 2009.
- An inertial forward-backward algorithm for monotone inclusions
- Numerical methods for parameter estimation in Poisson data inversion
- Introductory lectures on convex optimization. A basic course.
- An algorithm for total variation minimization and applications
- A simple algorithm for a class of nonsmooth convex-concave saddle-point problems
- A first-order primal-dual algorithm for convex problems with applications to imaging
- A splitting algorithm for dual monotone inclusions involving cocoercive operators
- Directional total generalized variation regularization
- Inexact first-order primal-dual algorithms
- On starting and stopping criteria for nested primal-dual iterations
- Variable Metric Inexact Line-Search-Based Methods for Nonsmooth Optimization
- The Rate of Convergence of Nesterov's Accelerated Forward-Backward Method is Actually Faster Than $1/k^2$
- Accelerated and Inexact Forward-Backward Algorithms
- Total variation regularization in measurement and image space for PET reconstruction
- On a generalization of the iterative soft-thresholding algorithm for the case of non-separable penalty
- Analysis of bounded variation penalty methods for ill-posed problems
- Optimization Methods for Large-Scale Machine Learning
- Inertial Variable Metric Techniques for the Inexact Forward--Backward Algorithm
- Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems
- Restoration of Poissonian Images Using Alternating Direction Optimization
- Signal Recovery by Proximal Forward-Backward Splitting
- Proximité et dualité dans un espace hilbertien
- Convex Analysis
- Total Generalized Variation
- Directional Total Generalized Variation Regularization for Impulse Noise Removal
- Scaled, Inexact, and Adaptive Generalized FISTA for Strongly Convex Optimization
- Structured sparsity through convex optimization
This page was built for publication: A nested primal-dual FISTA-like scheme for composite convex optimization problems
