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math.OC2022★ 1 cited
Convergence Analyses of Davis-Yin Splitting via Scaled Relative Graphs II: Convex Optimization Problems
Soheun Yi, Ernest K. Ryu
The prior work of [SIAM J. Optim., 2025] used scaled relative graphs (SRG) to analyze the convergence of Davis--Yin splitting (DYS) iterations on monotone inclusion problems. In th…
math.OC2022★ 2 cited
Convergence Analyses of Davis-Yin Splitting via Scaled Relative Graphs
Jongmin Lee, Soheun Yi, Ernest K. Ryu
Davis-Yin splitting (DYS) has found a wide range of applications in optimization, but its linear rates of convergence have not been studied extensively. The scaled relative graph (…