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math.OC2023★ 1 cited
Inexact Online Proximal Mirror Descent for time-varying composite optimization
Woocheol Choi, Myeong-Su Lee, Seok-Bae Yun
In this paper, we consider the online proximal mirror descent for solving the time-varying composite optimization problems. For various applications, the algorithm naturally involv…
math.OC2023
On the convergence result of the gradient-push algorithm on directed graphs with constant stepsize
Woocheol Choi, Doheon Kim, Seok-Bae Yun
Distributed optimization has recieved a lot of interest due to its wide applications in various fields. It consists of multiple agents that connected by a graph and optimize a tota…