3 papers
math.OC2026
Variable Stepsize Distributed Forward-Backward Splitting Methods as Relocated Fixed-Point Iterations
Felipe Atenas, Minh N. Dao, Matthew K. Tam
We present a family of distributed forward-backward methods with variable stepsizes to find a solution of structured monotone inclusion problems. The framework is constructed by me…
math.OC2025
A general approach to distributed operator splitting
Minh N. Dao, Matthew K. Tam, Thang D. Truong
Splitting methods have emerged as powerful tools to address complex problems by decomposing them into smaller solvable components. In this work, we develop a general approach to fo…
math.OC2024
A distributed proximal splitting method with linesearch for locally Lipschitz gradients
Felipe Atenas, Minh N. Dao, Matthew K. Tam
In this paper, we propose a distributed first-order algorithm with backtracking linesearch for solving multi-agent minimisation problems, where each agent handles a local objective…