A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution | Paper Citation Record

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This paper cites Leveraging diversity and sparsity in blind deconvolution.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Leveraging diversity and sparsity in blind deconvolution

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This paper cites Multichannel blind deconvolution and equalization using the natural gradient.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Multichannel blind deconvolution and equalization using the natural gradient

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Optimization algorithms on matrix manifolds

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Blind deconvolution using convex programming

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Fast convolutional sparse coding

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Weak sharp minima in mathematical programming

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This paper cites Matrix analysis , volume 169.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Matrix analysis , volume 169

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This paper cites Subgradient Descent Learns Orthogonal Dictionaries.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Subgradient Descent Learns Orthogonal Dictionaries

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This paper cites Imaging intracellular fluorescent proteins at nanometer resolution.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Imaging intracellular fluorescent proteins at nanometer resolution

Reference 9

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Subgradient methods

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This paper cites Harnessing structures in big data via guaranteed low-rank matrix estimation: Recent theory and fast algorithms via convex and nonconvex optimization.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Harnessing structures in big data via guaranteed low-rank matrix estimation: Recent theory and fast algorithms via convex and nonconvex optimization

Reference 11

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This paper cites Low-rank matrix recovery with composite optimization: good conditioning and rapid convergence.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Low-rank matrix recovery with composite optimization: good conditioning and rapid convergence

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This paper cites Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval

Reference 13

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This paper cites Convolutional dictionary learning: Acceleration and convergence.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Convolutional dictionary learning: Acceleration and convergence

Reference 14

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This paper cites Guaranteed blind sparse spikes deconvolution via lifting and convex optimization.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Guaranteed blind sparse spikes deconvolution via lifting and convex optimization

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This paper cites Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview

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This paper cites Cand \`e s, Xiaodong Li, and Mahdi Soltanolkotabi.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Cand \`e s, Xiaodong Li, and Mahdi Soltanolkotabi

Reference 17

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This paper cites A note on the blind deconvolution of multiple sparse signals from unknown subspaces.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution A note on the blind deconvolution of multiple sparse signals from unknown subspaces

Reference 18

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This paper cites The null space problem i.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution The null space problem i

Reference 19

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This paper cites Tail bounds via generic chaining.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Tail bounds via generic chaining

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This paper cites Subgradient methods for sharp weakly convex functions.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Subgradient methods for sharp weakly convex functions

Reference 21

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This paper cites Decoupling: from dependence to independence.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Decoupling: from dependence to independence

Reference 22

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Noisy dual principal component pursuit

Reference 23

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This paper cites A blind sparse deconvolution method for neural spike identification.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution A blind sparse deconvolution method for neural spike identification

Reference 24

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This paper cites A Mathematical Introduction to Compressive Sensing.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution A Mathematical Introduction to Compressive Sensing

Reference 25

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Fast online deconvolution of calcium imaging data

Reference 26

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Toeplitz and circulant matrices: A review

Reference 27

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This paper cites Efficient Dictionary Learning with Gradient Descent.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Efficient Dictionary Learning with Gradient Descent

Reference 28

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Cvx: Matlab software for disciplined convex programming, 2008

Reference 29

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This paper cites Convolutional dictionary learning: A comparative review and new algorithms.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Convolutional dictionary learning: A comparative review and new algorithms

Reference 30

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution On convergence rates of subgradient optimization methods

Reference 31

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This paper cites Modeling regional and psychophysiologic interactions in fmri: the importance of hemodynamic deconvolution.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Modeling regional and psychophysiologic interactions in fmri: the importance of hemodynamic deconvolution

Reference 32

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Implicit regularization in matrix factorization

Reference 33

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Fir perfect signal reconstruction from multiple convolutions: minimum deconvolver orders

Reference 34

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Ultra-high resolution imaging by fluorescence photoactivation localization microscopy

Reference 35

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Robust estimation of a location parameter

Reference 36

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Daostorm: an algorithm for high-density super-resolution microscopy

Reference 37

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Non-convex optimization for machine learning

Reference 38

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This paper cites Optimal injectivity conditions for bilinear inverse problems with applications to identifiability of deconvolution problems.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Optimal injectivity conditions for bilinear inverse problems with applications to identifiability of deconvolution problems

Reference 39

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Geometry and Symmetry in Short-and-Sparse Deconvolution

Reference 40

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Suprema of chaos processes and the restricted isometry property

Reference 41

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A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Multichannel blind deconvolution of seismic signals

Reference 42

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This paper cites Multichannel Sparse Blind Deconvolution on the Sphere.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Multichannel Sparse Blind Deconvolution on the Sphere

Reference 43

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This paper cites Blind channel identification for speech dereverberation using l1-norm sparse learning.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Blind channel identification for speech dereverberation using l1-norm sparse learning

Reference 44

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This paper cites Bilinear inverse problems with sparsity: optimal identifiability conditions and efficient recovery.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Bilinear inverse problems with sparsity: optimal identifiability conditions and efficient recovery

Reference 45

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This paper cites Spectral methods for passive imaging: Nonasymptotic performance and robustness.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Spectral methods for passive imaging: Nonasymptotic performance and robustness

Reference 46

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This paper cites Identifiability in blind deconvolution with subspace or sparsity constraints.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Identifiability in blind deconvolution with subspace or sparsity constraints

Reference 47

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This paper cites Identifiability in bilinear inverse problems with applications to subspace or sparsity-constrained blind gain and phase calibration.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Identifiability in bilinear inverse problems with applications to subspace or sparsity-constrained blind gain and phase calibration

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:08.139086Z

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This paper cites Blind gain and phase calibration via sparse spectral methods.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Blind gain and phase calibration via sparse spectral methods

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:08.122066Z

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This paper cites Rapid, robust, and reliable blind deconvolution via nonconvex optimization.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Rapid, robust, and reliable blind deconvolution via nonconvex optimization

Reference 50

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This paper cites An overview of robust subspace recovery.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution An overview of robust subspace recovery

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:08.096389Z

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This paper cites Short-and-sparse deconvolution -- a geometric approach.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Short-and-sparse deconvolution -- a geometric approach

Reference 52

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This paper cites Self-calibration and biconvex compressive sensing.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Self-calibration and biconvex compressive sensing

Reference 53

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This paper cites Self-calibration and bilinear inverse problems via linear least squares.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Self-calibration and bilinear inverse problems via linear least squares

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:08.054535Z

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This paper cites Fast and guaranteed blind multichannel deconvolution under a bilinear system model.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Fast and guaranteed blind multichannel deconvolution under a bilinear system model

Reference 55

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This paper cites Understanding blind deconvolution algorithms.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Understanding blind deconvolution algorithms

Reference 56

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This paper cites Incremental Methods for Weakly Convex Optimization.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Incremental Methods for Weakly Convex Optimization

Reference 57

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This paper cites Nonconvex Robust Low-rank Matrix Recovery.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Nonconvex Robust Low-rank Matrix Recovery

Reference 58

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This paper cites Subspace methods for the blind identification of multichannel fir filters.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Subspace methods for the blind identification of multichannel fir filters

Reference 59

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This paper cites Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution

Reference 60

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This paper cites Sparse approximate solutions to linear systems.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Sparse approximate solutions to linear systems

Reference 61

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This paper cites A fast algorithm for sparse multichannel blind deconvolution.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution A fast algorithm for sparse multichannel blind deconvolution

Reference 62

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This paper cites Geometry of Optimization and Implicit Regularization in Deep Learning.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Geometry of Optimization and Implicit Regularization in Deep Learning

Reference 63

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This paper cites Simultaneous denoising, deconvolution, and demixing of calcium imaging data.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Simultaneous denoising, deconvolution, and demixing of calcium imaging data

Reference 64

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This paper cites Finding a sparse vector in a subspace: Linear sparsity using alternating directions.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Finding a sparse vector in a subspace: Linear sparsity using alternating directions

Reference 65

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This paper cites Convolutional phase retrieval.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Convolutional phase retrieval

Reference 66

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This paper cites Tsakiris, John Wright, and René Vidal.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Tsakiris, John Wright, and René Vidal

Reference 67

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Observation 342d25f0-d93e-4dcc-b764-451e369b6e62 · outbound

This paper cites Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (storm).

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (storm)

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.913925Z

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Observation eaac94bc-41b6-458d-ab45-7a31e85bc6be · outbound

This paper cites Euclid in a taxicab: Sparse blind deconvolution with smoothed _1/ _2 regularization.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Euclid in a taxicab: Sparse blind deconvolution with smoothed _1/ _2 regularization

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.897909Z

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This paper cites Manifold gradient descent solves multi-channel sparse blind deconvolution provably and efficiently, 2019.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Manifold gradient descent solves multi-channel sparse blind deconvolution provably and efficiently, 2019

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.880965Z

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This paper cites Image reconstruction from phased-array data based on multichannel blind deconvolution.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Image reconstruction from phased-array data based on multichannel blind deconvolution

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.864757Z

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This paper cites Robust multichannel blind deconvolution via fast alternating minimization.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Robust multichannel blind deconvolution via fast alternating minimization

Reference 72

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This paper cites Deconvolution methods for 3-d fluorescence microscopy images.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Deconvolution methods for 3-d fluorescence microscopy images

Reference 73

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This paper cites Complete dictionary recovery over the sphere i: Overview and the geometric picture.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Complete dictionary recovery over the sphere i: Overview and the geometric picture

Reference 74

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This paper cites Complete dictionary recovery over the sphere ii: Recovery by riemannian trust-region method.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Complete dictionary recovery over the sphere ii: Recovery by riemannian trust-region method

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.815084Z

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This paper cites Fluorophore localization algorithms for super-resolution microscopy.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Fluorophore localization algorithms for super-resolution microscopy

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.797793Z

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This paper cites Provable nonconvex methods/algorithms.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Provable nonconvex methods/algorithms

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.781513Z

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This paper cites Upper and lower bounds for stochastic processes: modern methods and classical problems , volume 60.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Upper and lower bounds for stochastic processes: modern methods and classical problems , volume 60

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.765492Z

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This paper cites Multichannel myopic deconvolution in underwater acoustic channels via low-rank recovery.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Multichannel myopic deconvolution in underwater acoustic channels via low-rank recovery

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.749565Z

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Observation 53ed45d7-c63f-4049-859f-808d9ab7b3eb · outbound

This paper cites Dual principal component pursuit.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Dual principal component pursuit

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.731475Z

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This paper cites Blind deconvolution from multiple sparse inputs.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Blind deconvolution from multiple sparse inputs

Reference 81

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This paper cites A blind deconvolution approach to recover effective connectivity brain networks from resting state fmri data.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution A blind deconvolution approach to recover effective connectivity brain networks from resting state fmri data

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.705067Z

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Observation be8f279c-3da3-4e87-a524-820ecc3c52c0 · outbound

This paper cites A least-squares approach to blind channel identification.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution A least-squares approach to blind channel identification

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.687729Z

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This paper cites Structured local minima in sparse blind deconvolution.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Structured local minima in sparse blind deconvolution

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.670935Z

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Observation b0641cae-6919-41fc-a04b-4086779a2b2c · outbound

This paper cites On the global geometry of sphere-constrained sparse blind deconvolution.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution On the global geometry of sphere-constrained sparse blind deconvolution

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-14T10:45:07.316615Z

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This paper cites Dual principal component pursuit: Improved analysis and efficient algorithms.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Dual principal component pursuit: Improved analysis and efficient algorithms

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.642534Z

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Observation b74b8176-d1a2-46f5-81c8-e35531ebe50c · outbound

This paper cites Multi-image blind deblurring using a coupled adaptive sparse prior.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Multi-image blind deblurring using a coupled adaptive sparse prior

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.626345Z

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Observation f41ef4df-3b17-449f-b498-3d2152cecae6 · outbound

This paper cites Complete Dictionary Learning via $\ell^4$-Norm Maximization over the Orthogonal Group.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Complete Dictionary Learning via $\ell^4$-Norm Maximization over the Orthogonal Group

Reference 88

Resolution: verified exact; local_arxiv, observed 2026-08-14T10:45:07.390881Z

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Observation 58400d21-c059-44c9-8023-c039c5990bd2 · outbound

This paper cites Faster storm using compressed sensing.

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution Faster storm using compressed sensing

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:45:07.610090Z

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