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Finding an epsilon-stationary point on Homogeneous Setup Problem 1 Theoretical bounds 1.0

1Computational Complexity Bound(Synchronous) Vanilla PG
0.950.97511.025Sep 29, 2025

Evaluation results

MethodLinks
(Synchronous) Vanilla PGSupport AllReduce=Yes2025.0911
(Synchronous) NIGTSupport AllReduce=Yes2025.0911
Rennala PG/SGDSupport AllReduce=Yes2025.0911
AFedPGSupport AllReduce=No2025.0911
Rennala NIGTSupport AllReduce=Yes2025.0911
Lower boundSupport AllReduce=—2025.0911