Iteratively reweighted least squares minimization for sparse recovery

Ingrid Daubechies; Ronald DeVore; Massimo Fornasier; C. Si̇nan Güntürk

doi:10.1002/cpa.20303

Iteratively reweighted least squares minimization for sparse recovery

Communications on Pure and Applied Mathematics ◽

10.1002/cpa.20303 ◽

2010 ◽

Vol 63 (1) ◽

pp. 1-38 ◽

Cited By ~ 634

Author(s):

Ingrid Daubechies ◽

Ronald DeVore ◽

Massimo Fornasier ◽

C. Si̇nan Güntürk

Keyword(s):

Least Squares ◽

Sparse Recovery ◽

Iteratively Reweighted Least Squares ◽

Least Squares Minimization

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Fast Iteratively Reweighted Least Squares Minimization for Sparse Recovery

2018 IEEE 23rd International Conference on Digital Signal Processing (DSP) ◽

10.1109/icdsp.2018.8631827 ◽

2018 ◽

Author(s):

Kaihui Liu ◽

Liangtian Wan ◽

Feiyu Wang

Keyword(s):

Least Squares ◽

Sparse Recovery ◽

Iteratively Reweighted Least Squares ◽

Least Squares Minimization

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Low-rank Matrix Recovery via Iteratively Reweighted Least Squares Minimization

SIAM Journal on Optimization ◽

10.1137/100811404 ◽

2011 ◽

Vol 21 (4) ◽

pp. 1614-1640 ◽

Cited By ~ 108

Author(s):

Massimo Fornasier ◽

Holger Rauhut ◽

Rachel Ward

Keyword(s):

Least Squares ◽

Low Rank ◽

Iteratively Reweighted Least Squares ◽

Matrix Recovery ◽

Rank Matrix ◽

Low Rank Matrix Recovery ◽

Low Rank Matrix ◽

Least Squares Minimization

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Improved iteratively reweighted least squares algorithms for sparse recovery problem

IET Image Processing ◽

10.1049/ipr2.12411 ◽

2022 ◽

Author(s):

Yufeng Liu ◽

Zhibin Zhu ◽

Benxin Zhang

Keyword(s):

Least Squares ◽

Sparse Recovery ◽

Iteratively Reweighted Least Squares ◽

Recovery Problem

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Alternating Iteratively Reweighted Least Squares Minimization for Low-Rank Matrix Factorization

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2018.2883921 ◽

2019 ◽

Vol 67 (2) ◽

pp. 490-503 ◽

Cited By ~ 3

Author(s):

Paris V. Giampouras ◽

Athanasios A. Rontogiannis ◽

Konstantinos D. Koutroumbas

Keyword(s):

Least Squares ◽

Matrix Factorization ◽

Low Rank ◽

Iteratively Reweighted Least Squares ◽

Rank Matrix ◽

Low Rank Matrix ◽

Least Squares Minimization

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Iteratively Re-weighted Least Squares minimization: Proof of faster than linear rate for sparse recovery

2008 42nd Annual Conference on Information Sciences and Systems ◽

10.1109/ciss.2008.4558489 ◽

2008 ◽

Cited By ~ 25

Author(s):

Ingrid Daubechies ◽

Ronald DeVore ◽

Massimo Fornasier ◽

Sinan Gunturk

Keyword(s):

Least Squares ◽

Weighted Least Squares ◽

Sparse Recovery ◽

Linear Rate ◽

Least Squares Minimization

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Iteratively reweighted least squares for block-sparse recovery

2014 9th IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2014.6931321 ◽

2014 ◽

Cited By ~ 1

Author(s):

Shuang Li ◽

Qiuwei Li ◽

Gang Li ◽

Xiongxiong He ◽

Liping Chang

Keyword(s):

Least Squares ◽

Sparse Recovery ◽

Iteratively Reweighted Least Squares

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Iteratively reweighted least squares minimization for sparsely corrupted measurements

2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2011.5929657 ◽

2011 ◽

Author(s):

Taner Ince ◽

Nurdal Watsuji ◽

Arif Nacaroglu

Keyword(s):

Least Squares ◽

Iteratively Reweighted Least Squares ◽

Least Squares Minimization

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Denoising of Time-of-Flight depth data via iteratively reweighted least squares minimization

2013 IEEE International Conference on Image Processing ◽

10.1109/icip.2013.6738222 ◽

2013 ◽

Cited By ~ 2

Author(s):

Ouk Choi ◽

Byongmin Kang

Keyword(s):

Least Squares ◽

Time Of Flight ◽

Iteratively Reweighted Least Squares ◽

Depth Data ◽

Least Squares Minimization

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Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization

IEEE Transactions on Image Processing ◽

10.1109/tip.2014.2380155 ◽

2015 ◽

Vol 24 (2) ◽

pp. 646-654 ◽

Cited By ~ 61

Author(s):

Canyi Lu ◽

Zhouchen Lin ◽

Shuicheng Yan

Keyword(s):

Least Squares ◽

Sparse Matrix ◽

Low Rank ◽

Iteratively Reweighted Least Squares ◽

Matrix Recovery ◽

Least Squares Minimization

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Iteratively Reweighted Least Squares Minimization with Nonzero Index Update

10.1109/stcr51658.2021.9588830 ◽

2021 ◽

Author(s):

Bamrung Tausiesakul

Keyword(s):

Least Squares ◽

Iteratively Reweighted Least Squares ◽

Least Squares Minimization

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