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Decentralized Stochastic Strongly Convex Optimization

1Communication ComplexityMSDA
0.950.97511.025Jun 5, 2026

Evaluation results

MethodLinks
MSDAStochastic vs Deterministic=deterministic2026.061—
Acc-GTStochastic vs Deterministic=deterministic2026.061—
Acc-GT+CAStochastic vs Deterministic=deterministic2026.061—
APM-CStochastic vs Deterministic=deterministic2026.061—
DSGDStochastic vs Deterministic=stochastic2026.0612
DSGTStochastic vs Deterministic=stochastic2026.0612
D^2 / Exact Diffusion / NIDSStochastic vs Deterministic=stochastic2026.0612
D-MASGStochastic vs Deterministic=stochastic2026.0612
LMTStochastic vs Deterministic=stochastic, Convergence condition=PL condition2026.0612
MG-ADSGDStochastic vs Deterministic=stochastic2026.0612