Logistic Regression on Synthetic d-dimensional Data (Empirical Risk)
57.96Empirical Risk (d=6)PPI-GD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PPI-GDTime limit=2 seconds2026.06 | 57.96 | 55.71 | |
| SGDTime limit=2 seconds2026.06 | 58.13 | 55.33 | |
| SVRGTime limit=2 seconds2026.06 | 58.35 | 55.97 | |
| MSGDTime limit=2 seconds2026.06 | 58.42 | 56.08 | |
| MSVRGTime limit=2 seconds2026.06 | 58.66 | 56.59 | |
| LPI-GDTime limit=2 seconds2026.06 | 59.56 | 64.09 | |
| GDTime limit=2 seconds2026.06 | 60.44 | 59.48 |