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Optimization on Finite-Sum Setting

-2Complexity BoundSPIDER-CG
-2.16-1.0801.08Mar 6, 2026

Evaluation results

MethodLinks
SPIDER-CGstepsize ηt=constant, Local Geometry-Aware=✗2026.03-2
OneSample-FWstepsize ηt=1 / (t+1)^p, p ∈ (0, 1), Local Geometry-Aware=✗2026.03-2
SARAH-FWstepsize ηt=constant, Local Geometry-Aware=✗2026.03-2
ALFCG-FSstepsize ηt=ALF, Local Geometry-Aware=✓2026.03-2
SVFWstepsize ηt=constant, Local Geometry-Aware=✗2026.032
SAGA-FWstepsize ηt=constant, Local Geometry-Aware=✗2026.032