A Barzilai-Borwein type method for minimizing composite functions

A hybrid-optimization method for large-scale non-negative full regularization in image restoration

(2012) Johana Guerrero et al.   INVERSE PROBLEMS IN SCIENCE AND ENGINEERING

Gradient methods for minimizing composite functions

(2012) Yu. Nesterov   MATHEMATICAL PROGRAMMING

Fine tuning Nesterov’s steepest descent algorithm for differentiable convex programming

(2012) Clóvis C. Gonzaga et al.   MATHEMATICAL PROGRAMMING

Gradient-Based Methods for Sparse Recovery

(2011) William W. Hager et al.   SIAM Journal on Imaging Sciences

A Fast Algorithm for Sparse Reconstruction Based on Shrinkage, Subspace Optimization, and Continuation

(2010) Zaiwen Wen et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Accelerating gradient projection methods for ℓ1-constrained signal recovery by steplength selection rules

(2009) I. Loris et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Sparse Reconstruction by Separable Approximation

(2009) S.J. Wright et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences

Linear Convergence of Iterative Soft-Thresholding

(2008) Kristian Bredies et al.   JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS

Bregman Iterative Algorithms for $\ell_1$-Minimization with Applications to Compressed Sensing

(2008) Wotao Yin et al.   SIAM Journal on Imaging Sciences

Fixed-Point Continuation for $\ell_1$-Minimization: Methodology and Convergence

(2008) Elaine T. Hale et al.   SIAM JOURNAL ON OPTIMIZATION