no code implementations • 16 Nov 2018 • Tianyu Zhang, Liwei Zhang, Philip R. O. Payne, Fuhai Li
Drug resistance is still a major challenge in cancer therapy.
no code implementations • 21 Dec 2020 • Yu-Hong Dai, Jiani Wang, Liwei Zhang
While there have been many numerical algorithms for solving smooth convex-concave minimax problems, numerical algorithms for nonsmooth convex-concave minimax problems are very rare.
Optimization and Control 90C30
no code implementations • 22 Jun 2021 • Liwei Zhang, Yule Zhang, Jia Wu, Xiantao Xiao
We present a computable stochastic approximation type algorithm, namely the stochastic linearized proximal method of multipliers, to solve this convex stochastic optimization problem.
no code implementations • 19 May 2022 • Haoyang Liu, Xiantao Xiao, Liwei Zhang
Furthermore, we extend MALM to deal with time-varying functional constrained OCO with delayed feedback, in which the feedback information of loss and constraint functions is revealed to decision maker with delays.