On the Convergence Analysis of the Optimized Gradient Method

An optimal variant of Kelley’s cutting-plane method

(2016) Yoel Drori et al.   MATHEMATICAL PROGRAMMING

Smooth strongly convex interpolation and exact worst-case performance of first-order methods

(2016) Adrien B. Taylor et al.   MATHEMATICAL PROGRAMMING

Analysis and Design of Optimization Algorithms via Integral Quadratic Constraints

(2016) Laurent Lessard et al.   SIAM JOURNAL ON OPTIMIZATION

Optimized first-order methods for smooth convex minimization

(2015) Donghwan Kim et al.   MATHEMATICAL PROGRAMMING

Convex Optimization for Big Data: Scalable, randomized, and parallel algorithms for big data analytics

(2014) Volkan Cevher et al.   IEEE SIGNAL PROCESSING MAGAZINE

Performance of first-order methods for smooth convex minimization: a novel approach

(2013) Yoel Drori et al.   MATHEMATICAL PROGRAMMING

Gradient methods for minimizing composite functions

(2012) Yu. Nesterov   MATHEMATICAL PROGRAMMING

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

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