Optimization on Expectation Setting
-4Complexity (Big O)SFW
Evaluation results
| Method | Links | |
|---|---|---|
| SFWSmoothness Assumption=average, stepsize ηt=constant, Mini-Batch=✗2026.03 | -4 | |
| SFW-GBSmoothness Assumption=average, stepsize ηt=constant, Mini-Batch=✗2026.03 | -4 | |
| OneSample-EMASmoothness Assumption=average, stepsize ηt=1 / (t+1)^p, p ∈ (0, 1), Mini-Batch=✓2026.03 | -4 | |
| OneSample-STORMSmoothness Assumption=individual, stepsize ηt=1 / (t+1)^p, p ∈ (0, 1), Mini-Batch=✓2026.03 | -3 | |
| ALFCG-MVR2Smoothness Assumption=individual, stepsize ηt=ALF, Mini-Batch=✓2026.03 | -3 | |
| ALFCG-MVR1Smoothness Assumption=average, stepsize ηt=ALF, Mini-Batch=✓2026.03 | 2 |