A necessary and sufficient condition for sparse vector recovery via ℓ1 − ℓ2 minimization

A new sufficient condition for sparse vector recovery via ℓ1 − ℓ2 local minimization

(2021) Ning Bi et al.   Analysis and Applications

Sparse Signal Recovery With Minimization of 1-Norm Minus 2-Norm

(2019) Jinming Wen et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Improved sufficient condition of ℓ1–2-minimisation for robust signal recovery

(2019) Wendong Wang et al.   ELECTRONICS LETTERS

DC programming and DCA: thirty years of developments

(2018) Hoai An Le Thi et al.   MATHEMATICAL PROGRAMMING

Optimal RIP bounds for sparse signals recovery via ℓ minimization

(2017) Rui Zhang et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Stable recovery of sparse signals via lp-minimization

(2015) Jinming Wen et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

DC approximation approaches for sparse optimization

(2015) H.A. Le Thi et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

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

(2015) Penghang Yin et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

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

(2014) T. Tony Cai et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Computing Sparse Representation in a Highly Coherent Dictionary Based on Difference of L 1 and L 2

(2014) Yifei Lou et al.   JOURNAL OF SCIENTIFIC COMPUTING

The Improved Bounds of Restricted Isometry Constant for Recovery via $\ell_{p}$ -Minimization

(2013) Rui Wu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

A Method for Finding Structured Sparse Solutions to Nonnegative Least Squares Problems with Applications

(2013) Ernie Esser et al.   SIAM Journal on Imaging Sciences

Sharp RIP bound for sparse signal and low-rank matrix recovery

(2012) T. Tony Cai et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

A note on guaranteed sparse recovery via ℓ1-minimization

(2009) Simon Foucart   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Sparse recovery by non-convex optimization – instance optimality

(2009) Rayan Saab et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Iteratively reweighted least squares minimization for sparse recovery

(2009) Ingrid Daubechies et al.   COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

Restricted Isometry Constants Where $\ell ^{p}$ Sparse Recovery Can Fail for $0≪ p \leq 1$

(2009) Michael Evan Davies et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Sparsest solutions of underdetermined linear systems via ℓq-minimization for 0<q⩽1

(2008) Simon Foucart et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS