A fast iterative shrinkage-thresholding algorithm for linear inverse problems

A Beck, M Teboulle - SIAM journal on imaging sciences, 2009 - SIAM
… In this paper we present a new fast iterative shrinkage-thresholding algorithm (FISTA) which
… Defrise, and CD Mol, An iterative thresholding algorithm for linear inverse problems with a …

A fast iterative thresholding algorithm for wavelet-regularized deconvolution

C Vonesch, M Unser - Wavelets XII, 2007 - spiedigitallibrary.org
We present an iterative deconvolution algorithm that minimizes a functional with a non-quadratic
wavelet-domain regularization term. Our approach is to introduce subband-dependent …

A fast iterative scheme for multilevel thresholding methods

PY Yin, LH Chen - Signal processing, 1997 - Elsevier
… a fast iterative algorithm to improve the optimal thresholding methods. First, the algorithm
starts with a bi-level thresholding … The proposed algorithm adjusts the thresholds in an iterative

On the convergence of the iterates of the “fast iterative shrinkage/thresholding algorithm

A Chambolle, C Dossal - Journal of Optimization theory and Applications, 2015 - Springer
We discuss here the convergence of the iterates of the “Fast Iterative Shrinkage/Thresholding
Algorithm,” which is an algorithm proposed by Beck and Teboulle for minimizing the sum of …

A fast iterative shrinkage-thresholding algorithm with application to wavelet-based image deblurring

A Beck, M Teboulle - 2009 IEEE International Conference on …, 2009 - ieeexplore.ieee.org
… We consider the class of Iterative Shrinkage-Thresholding Al… we present a Fast Iterative
Shrinkage-Thresholding Algorithm (… a simple fast iterative shrinkage/thresholding algorithm with …

Iterative thresholding algorithm for sparse inverse covariance estimation

B Rolfs, B Rajaratnam, D Guillot… - Advances in Neural …, 2012 - proceedings.neurips.cc
… In this section, the graphical iterative shrinkage thresholding algorithm (G-ISTA) for solving
… numerical work exists for general iterative shrinkage thresholding and related methods; see, …

An improved fast iterative shrinkage thresholding algorithm for image deblurring

M Zulfiquar Ali Bhotto, MO Ahmad, MNS Swamy - SIAM journal on imaging …, 2015 - SIAM
… Based on this observation, we propose an improved fast iterative shrinkage thresholding (IFISTA)
algorithm that essentially preconditions the FISTA algorithm by using the weighting …

Iterative thresholding for sparse approximations

T Blumensath, ME Davies - Journal of Fourier analysis and Applications, 2008 - Springer
… Greedy strategies, such as Matching Pursuit (MP) type algorithms [11], are relatively fast
iterative procedures that have been used extensively in practical applications. The performance …

Improving “fast iterative shrinkage-thresholding algorithm”: Faster, smarter, and greedier

J Liang, T Luo, CB Schonlieb - SIAM Journal on Scientific Computing, 2022 - SIAM
The “fast iterative shrinkage-thresholding algorithm,” aka FISTA, is one of the most well
known first-order optimization scheme in the literature, as it achieves the worst-case $O(1/k^2)$ …

Orthogonal subspace based fast iterative thresholding algorithms for joint sparsity recovery

N Han, S Li, J Lu - IEEE Signal Processing Letters, 2021 - ieeexplore.ieee.org
… of iterative MMV algorithms based on thresholding, functional … Unlike most of iterative greedy
algorithms that select indices … subspace spanned by the iterative sequence. In addition, a …