Matrix recovery from nonconvex regularized least absolute deviations (Q6557678)

scientific article; zbMATH DE number 7867331

Language	Label	Description	Also known as
English	Matrix recovery from nonconvex regularized least absolute deviations	scientific article; zbMATH DE number 7867331

Statements

instance of

scholarly article

0 references

title

Matrix recovery from nonconvex regularized least absolute deviations (English)

0 references

0 references

0 references

0 references

0 references

18 June 2024

0 references

zbMATH Keywords

low-rank matrix recovery

0 references

regularized least absolute deviations

0 references

$\ell_1-\alpha\ell_2$ minimization

0 references

MaRDI profile type

Publication

0 references

cites work

Convex multi-task feature learning

0 references

Convex analysis approach to d. c. programming: Theory, algorithms and applications

0 references

Asymptotic Theory of Least Absolute Error Regression

0 references

Simultaneous analysis of Lasso and Dantzig selector

0 references

Least Absolute Deviations Curve-Fitting

0 references

A Singular Value Thresholding Algorithm for Matrix Completion

0 references

Sparse Representation of a Polytope and Recovery of Sparse Signals and Low-Rank Matrices

0 references

ROP: matrix recovery via rank-one projections

0 references

Decoding by Linear Programming

0 references

Solving quadratic equations via phaselift when there are about as many equations as unknowns

0 references

Robust principal component analysis?

0 references

Tight Oracle Inequalities for Low-Rank Matrix Recovery From a Minimal Number of Noisy Random Measurements

0 references

Restricted isometry properties and nonconvex compressive sensing

0 references

The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent

0 references

Exact and Stable Covariance Estimation From Quadratic Sampling via Convex Programming

0 references

Least absolute value regression: recent contributions

0 references

Sparsest solutions of underdetermined linear systems via $ \ell _q$-minimization for $0<q\leqslant 1$

0 references

New Restricted Isometry Property Analysis for $\ell_1-\ell_2$ Minimization Methods

0 references

The Dantzig selector: recovery of signal via ℓ 1 − αℓ 2 minimization

0 references

A non-convex algorithm framework based on DC programming and DCA for matrix completion

0 references

Q4144736

0 references

Phaselift is robust to a constant fraction of arbitrary errors

0 references

On the $O(1/n)$ Convergence Rate of the Douglas–Rachford Alternating Direction Method

0 references

Probability Inequalities for Sums of Bounded Random Variables

0 references

On the Schatten $p$-quasi-norm minimization for low-rank matrix recovery

0 references

Improved Iteratively Reweighted Least Squares for Unconstrained Smoothed $\ell_q$ Minimization

0 references

DC programming and DCA: thirty years of developments

0 references

ℓ 1 − αℓ 2 minimization methods for signal and image reconstruction with impulsive noise removal

0 references

Inertial proximal ADMM for separable multi-block convex optimizations and compressive affine phase retrieval

0 references

Adaptive iterative hard thresholding for least absolute deviation problems with sparsity constraints

0 references

Nonconvex Robust Low-Rank Matrix Recovery

0 references

Low-Rank Positive Semidefinite Matrix Recovery From Corrupted Rank-One Measurements

0 references

Further properties of the forward-backward envelope with applications to difference-of-convex programming

0 references

Computing sparse representation in a highly coherent dictionary based on difference of $L_1$ and $L_2$

0 references

A Weighted Difference of Anisotropic and Isotropic Total Variation Model for Image Processing

0 references

Truncated $l_{1-2}$ Models for Sparse Recovery and Rank Minimization

0 references

Q2896145

0 references

Sums of random symmetric matrices and quadratic optimization under orthogonality constraints

0 references

Regularizing flows for constrained matrix-valued images

0 references

Compressive Sensing Signal Reconstruction by Weighted Median Regression Estimates

0 references

Recovery of sparsest signals via $\ell^q $-minimization

0 references

A D.C. Optimization Algorithm for Solving the Trust-Region Subproblem

0 references

The $L_1$ penalized LAD estimator for high dimensional linear regression

0 references

Sparse Phase Retrieval Via PhaseLiftOff

0 references

Low rank matrix recovery with adversarial sparse noise*

0 references

Alternating Direction Algorithms for $\ell_1$-Problems in Compressive Sensing

0 references

Minimization of $\ell_{1-2}$ for Compressed Sensing

0 references

PhaseLiftOff: an accurate and stable phase retrieval method based on difference of trace and Frobenius norms

0 references

Restricted $p$-Isometry Properties of Nonconvex Matrix Recovery

0 references

Optimal RIP bounds for sparse signals recovery via $\ell_p$ minimization

0 references

Identifiers

zbMATH Open document ID

1548.90462

0 references

DOI

10.1088/1361-6420/ad35e1

0 references

Mathematics Subject Classification ID

90C30

0 references

zbMATH DE Number

7867331

0 references

Sitelinks

Mathematics(1 entry)

mardi Publication:6557678