Iterative hard thresholding for low CP-rank tensor models

Linear and Multilinear Algebra ◽

10.1080/03081087.2021.1992335 ◽

2021 ◽

pp. 1-17

Author(s):

R. Grotheer ◽

S. Li ◽

A. Ma ◽

D. Needell ◽

J. Qin

Keyword(s):

Hard Thresholding ◽

Rank Tensor ◽

Iterative Hard Thresholding ◽

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Low-Rank Tensor Recovery using Sequentially Optimal Modal Projections in Iterative Hard Thresholding (SeMPIHT)

SIAM Journal on Scientific Computing ◽

10.1137/16m1062089 ◽

2017 ◽

Vol 39 (3) ◽

pp. A860-A889 ◽

Author(s):

José Henrique de Morais Goulart ◽

Gérard Favier

Keyword(s):

Low Rank ◽

Hard Thresholding ◽

Rank Tensor ◽

Iterative Hard Thresholding ◽

Tensor Recovery

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An iterative hard thresholding algorithm with improved convergence for low-rank tensor recovery

2015 23rd European Signal Processing Conference (EUSIPCO) ◽

10.1109/eusipco.2015.7362674 ◽

2015 ◽

Author(s):

Jose Henrique de M. Goulart ◽

Gerard Favier

Keyword(s):

Low Rank ◽

Hard Thresholding ◽

Rank Tensor ◽

Iterative Hard Thresholding ◽

Tensor Recovery ◽

Thresholding Algorithm

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Stochastic Iterative Hard Thresholding for Low-Tucker-Rank Tensor Recovery

2020 Information Theory and Applications Workshop (ITA) ◽

10.1109/ita50056.2020.9244965 ◽

2020 ◽

Author(s):

Rachel Grotheer ◽

Shuang Li ◽

Anna Ma ◽

Deanna Needell ◽

Jing Qin

Keyword(s):

Hard Thresholding ◽

Rank Tensor ◽

Iterative Hard Thresholding ◽

Tensor Recovery

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Low rank tensor recovery via iterative hard thresholding

Linear Algebra and its Applications ◽

10.1016/j.laa.2017.02.028 ◽

2017 ◽

Vol 523 ◽

pp. 220-262 ◽

Author(s):

Holger Rauhut ◽

Reinhold Schneider ◽

Željka Stojanac

Keyword(s):

Low Rank ◽

Hard Thresholding ◽

Rank Tensor ◽

Iterative Hard Thresholding ◽

Tensor Recovery

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Accelerating Iterative Hard Thresholding for Low-rank Matrix Completion via Adaptive Restart

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8683082 ◽

2019 ◽

Author(s):

Trung Vu ◽

Raviv Raich

Keyword(s):

Matrix Completion ◽

Low Rank ◽

Hard Thresholding ◽

Rank Matrix ◽

Iterative Hard Thresholding ◽

Low Rank Matrix Completion ◽

Low Rank Matrix

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Iterative Hard Thresholding with Nonzero Index Initialization

10.1109/stcr51658.2021.9589000 ◽

2021 ◽

Author(s):

Bamrung Tausiesakul

Keyword(s):

Hard Thresholding ◽

Iterative Hard Thresholding

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Denoising Diffusion-Weighted Images Using Grouped Iterative Hard Thresholding of Multi-Channel Framelets

Computational Diffusion MRI - Mathematics and Visualization ◽

10.1007/978-3-319-54130-3_4 ◽

2017 ◽

pp. 49-59 ◽

Author(s):

Jian Zhang ◽

Geng Chen ◽

Yong Zhang ◽

Bin Dong ◽

Dinggang Shen ◽

...

Keyword(s):

Hard Thresholding ◽

Diffusion Weighted Images ◽

Diffusion Weighted ◽

Iterative Hard Thresholding

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Conjugate Gradient Iterative Hard Thresholding: Observed Noise Stability for Compressed Sensing

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2014.2379665 ◽

2015 ◽

Vol 63 (2) ◽

pp. 528-537 ◽

Author(s):

Jeffrey D. Blanchard ◽

Jared Tanner ◽

Ke Wei

Keyword(s):

Compressed Sensing ◽

Conjugate Gradient ◽

Hard Thresholding ◽

Noise Stability ◽

Iterative Hard Thresholding

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Normalized Iterative Hard Thresholding for Matrix Completion

SIAM Journal on Scientific Computing ◽

10.1137/120876459 ◽

2013 ◽

Vol 35 (5) ◽

pp. S104-S125 ◽

Author(s):

Jared Tanner ◽

Ke Wei

Keyword(s):

Matrix Completion ◽

Hard Thresholding ◽

Iterative Hard Thresholding

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Iterative Hard Thresholding and L0 Regularisation

2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 ◽

10.1109/icassp.2007.366820 ◽

2007 ◽

Author(s):

T. Blumensath ◽

M. Yaghoobi ◽

M. E. Davies

Keyword(s):

Hard Thresholding ◽

Iterative Hard Thresholding

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