Accelerated and Inexact Forward-Backward Algorithms

An Accelerated Hybrid Proximal Extragradient Method for Convex Optimization and Its Implications to Second-Order Methods

(2013) Renato D. C. Monteiro et al.   SIAM JOURNAL ON OPTIMIZATION

On the Convergence of Primal–Dual Hybrid Gradient Algorithms for Total Variation Image Restoration

(2012) Silvia Bonettini et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

An Accelerated Inexact Proximal Point Algorithm for Convex Minimization

(2011) Bingsheng He et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

Strong convergence of a proximal point algorithm with general errors

(2011) Yonghong Yao et al.   Optimization Letters

NESTA: A Fast and Accurate First-Order Method for Sparse Recovery

(2011) Stephen Becker et al.   SIAM Journal on Imaging Sciences

A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging

(2010) Antonin Chambolle et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

Approximation accuracy, gradient methods, and error bound for structured convex optimization

(2010) Paul Tseng   MATHEMATICAL PROGRAMMING

Dualization of Signal Recovery Problems

(2010) Patrick L. Combettes et al.   Set-Valued and Variational Analysis

A General Framework for a Class of First Order Primal-Dual Algorithms for Convex Optimization in Imaging Science

(2010) Ernie Esser et al.   SIAM Journal on Imaging Sciences

Convergence of a Proximal Point Method in the Presence of Computational Errors in Hilbert Spaces

(2010) Alexander J. Zaslavski   SIAM JOURNAL ON OPTIMIZATION

The composite absolute penalties family for grouped and hierarchical variable selection

(2009) Peng Zhao et al.   ANNALS OF STATISTICS

Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems

(2009) A. Beck et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Nested Iterative Algorithms for Convex Constrained Image Recovery Problems

(2009) Caroline Chaux et al.   SIAM Journal on Imaging Sciences

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

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

A forward–backward splitting algorithm for the minimization of non-smooth convex functionals in Banach space

(2008) Kristian Bredies   INVERSE PROBLEMS