A variational perspective on accelerated methods in optimization

Analysis and Design of Optimization Algorithms via Integral Quadratic Constraints

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

The Information Geometry of Mirror Descent

(2015) Garvesh Raskutti et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Adaptive Restart for Accelerated Gradient Schemes

(2013) Brendan O’Donoghue et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

An optimal method for stochastic composite optimization

(2010) Guanghui Lan   MATHEMATICAL PROGRAMMING

Primal-dual first-order methods with $${\mathcal {O}(1/\epsilon)}$$ iteration-complexity for cone programming

(2009) Guanghui Lan et al.   MATHEMATICAL PROGRAMMING

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

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