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math.OC2023
Non-ergodic convergence rate of an inertial accelerated primal-dual algorithm for saddle point problems
X. He, N. J. Huang, Y. P. Fang
In this paper, we design an inertial accelerated primal-dual algorithm to address the convex-concave saddle point problem, which is formulated as $\min_{x}\max_{y} f(x) + \langle K…
math.OC2023★ 2 cited
Accelerated linearized alternating direction method of multipliers with Nesterov extrapolation
X. He, N. J. Huang, Y. P. Fang
The alternating direction method of multipliers (ADMM) has found widespread use in solving separable convex optimization problems. In this paper, by employing Nesterov extrapolatio…