1 citations · 1 across the 4 of their papers we have counts for
4 papers
A primal-dual splitting algorithm for monotone inclusions with applications
Changchi Huang, Jigen Peng, Liqian Qin +1
In this paper, we study a broad class of structured monotone inclusion problems in real Hilbert spaces. We propose a novel primal-dual splitting algorithm for solving such inclusio…
Nonlinear three-operator splitting algorithms with momentum for monotone inclusions
Liqian Qin, Aviv Gibali, Cuijie Zhang +1
In this paper, we introduce three novel splitting algorithms for solving structured monotone inclusion problems involving the sum of a maximally monotone operator, a monotone and L…
Nonlinear forward-backward-half forward splitting with momentum for monotone inclusions
Liqian Qin, Yuchao Tang, Jigen Peng
In this work, we propose a new splitting algorithm for solving structured monotone inclusion problems composed of a maximally monotone operator, a maximally monotone and Lipschitz…
Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems
Jintao Song, Wenqi Lu, Yunwen Lei +3
The Alternating Direction Method of Multipliers (ADMM) has gained significant attention across a broad spectrum of machine learning applications. Incorporating the over-relaxation…