2 papers
math.OC2021
On Adapting Nesterov's Scheme to Accelerate Iterative Methods for Linear Problems
Tao Hong, Irad Yavneh
Nesterov's well-known scheme for accelerating gradient descent in convex optimization problems is adapted to accelerating stationary iterative solvers for linear systems. Compared…
eess.IV2019
Solving RED with Weighted Proximal Methods
Tao Hong, Irad Yavneh, Michael Zibulevsky
REgularization by Denoising (RED) is an attractive framework for solving inverse problems by incorporating state-of-the-art denoising algorithms as the priors. A drawback of this a…