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Fast Multiclass Dictionaries Learning With Geometrical Directions in MRI Reconstruction

IEEE transactions on biomedical engineering, 2016-09, Vol.63 (9), p.1850-1861

2016

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Projected Iterative Soft-Thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging

IEEE transactions on medical imaging, 2016-09, Vol.35 (9), p.2130-2140

2016

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Generalized Low-Rank Plus Sparse Tensor Estimation by Fast Riemannian Optimization

Journal of the American Statistical Association, 2023-10, Vol.118 (544), p.2588-2604

2023

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A Singular Value Thresholding Algorithm for Matrix Completion

SIAM journal on optimization, 2010-01, Vol.20 (4), p.1956-1982

2010

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Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery

IEEE transactions on signal processing, 2021, Vol.69, p.809-821

2021

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Accelerated NMR Spectroscopy with Low-Rank Reconstruction

Angewandte Chemie (International ed.), 2015-01, Vol.54 (3), p.852-854

International ed. in English, 2015

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Image restoration: Total variation, wavelet frames, and beyond

Journal of the American Mathematical Society, 2012-10, Vol.25 (4), p.1033-1089

2012

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Sample-Efficient Sparse Phase Retrieval via Stochastic Alternating Minimization

IEEE transactions on signal processing, 2022, Vol.70, p.1-15

2022

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Hankel Matrix Nuclear Norm Regularized Tensor Completion for N-dimensional Exponential Signals

IEEE transactions on signal processing, 2017-07, Vol.65 (14), p.3702-3717

2017

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Framelet-Based Blind Motion Deblurring From a Single Image

IEEE transactions on image processing, 2012-02, Vol.21 (2), p.562-572

2012

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Toward the Optimal Construction of a Loss Function Without Spurious Local Minima for Solving Quadratic Equations

IEEE transactions on information theory, 2020-05, Vol.66 (5), p.3242-3260

2020

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Split Bregman Methods and Frame Based Image Restoration

Multiscale modeling & simulation, 2009-01, Vol.8 (2), p.337-369

2009

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Multi-Direction Dictionary Learning Based Depth Map Super-Resolution With Autoregressive Modeling

IEEE transactions on multimedia, 2020-06, Vol.22 (6), p.1470-1484

2020

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Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study

IEEE transactions on medical imaging, 2014-08, Vol.33 (8), p.1581-1591

2014

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Balanced sparse model for tight frames in compressed sensing magnetic resonance imaging

PloS one, 2015-04, Vol.10 (4), p.e0119584-e0119584

2015

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Linearized Bregman iterations for compressed sensing

Mathematics of computation, 2009-07, Vol.78 (267), p.1515-1536

2009

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Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration

2013 IEEE International Conference on Computer Vision, 2013, p.3384-3391

2013

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An Automatic Denoising Method for NMR Spectroscopy Based on Low-Rank Hankel Model

IEEE transactions on instrumentation and measurement, 2021, Vol.70, p.1-12

2021

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Fast Rank-One Alternating Minimization Algorithm for Phase Retrieval

Journal of scientific computing, 2019-04, Vol.79 (1), p.128-147

2019

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Sparse Error Correction From Nonlinear Measurements With Applications in Bad Data Detection for Power Networks

IEEE transactions on signal processing, 2013-12, Vol.61 (24), p.6175-6187

2013

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Fast and provable algorithms for spectrally sparse signal reconstruction via low-rank Hankel matrix completion

Applied and computational harmonic analysis, 2019-01, Vol.46 (1), p.94-121

2019

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Spectral Super-Resolution on the Unit Circle Via Gradient Descent

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, p.1-5

2023

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Block Iterative Reweighted Algorithms for Super-Resolution of Spectrally Sparse Signals

IEEE signal processing letters, 2015-12, Vol.22 (12), p.2319-2313

2015

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Linearized Bregman Iterations for Frame-Based Image Deblurring

SIAM journal on imaging sciences, 2009-01, Vol.2 (1), p.226-252

2009

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Low-rank regularization for learning gene expression programs

PloS one, 2013-12, Vol.8 (12), p.e82146-e82146

2013

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Fast Multiclass Dictionaries Learning With Geometrical Directions in MRI Reconstruction

Projected Iterative Soft-Thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging

Generalized Low-Rank Plus Sparse Tensor Estimation by Fast Riemannian Optimization

A Singular Value Thresholding Algorithm for Matrix Completion

Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery

Accelerated NMR Spectroscopy with Low-Rank Reconstruction

Image restoration: Total variation, wavelet frames, and beyond

Sample-Efficient Sparse Phase Retrieval via Stochastic Alternating Minimization

Hankel Matrix Nuclear Norm Regularized Tensor Completion for N-dimensional Exponential Signals

Framelet-Based Blind Motion Deblurring From a Single Image

Toward the Optimal Construction of a Loss Function Without Spurious Local Minima for Solving Quadratic Equations

Split Bregman Methods and Frame Based Image Restoration

Multi-Direction Dictionary Learning Based Depth Map Super-Resolution With Autoregressive Modeling

Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study

Balanced sparse model for tight frames in compressed sensing magnetic resonance imaging

Linearized Bregman iterations for compressed sensing

Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration

An Automatic Denoising Method for NMR Spectroscopy Based on Low-Rank Hankel Model

Fast Rank-One Alternating Minimization Algorithm for Phase Retrieval

Sparse Error Correction From Nonlinear Measurements With Applications in Bad Data Detection for Power Networks

Fast and provable algorithms for spectrally sparse signal reconstruction via low-rank Hankel matrix completion

Spectral Super-Resolution on the Unit Circle Via Gradient Descent

Block Iterative Reweighted Algorithms for Super-Resolution of Spectrally Sparse Signals

Linearized Bregman Iterations for Frame-Based Image Deblurring

Low-rank regularization for learning gene expression programs

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