Semi-Supervised Learning on MNIST 10-NN (73K)
0.33Time (s)Ours (AC)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours (AC)p (p-Laplacian parameter)=32026.07 | 0.33 | 1.6 | 12 | 97.8 | |
| FCL Newton solverp (p-Laplacian parameter)=32026.07 | 0.52 | — | 11 | 97.8 | |
| Ours (AC)p (p-Laplacian parameter)=52026.07 | 0.64 | 1.5 | 20 | 95.4 | |
| Ours (AC)p (p-Laplacian parameter)=82026.07 | 0.88 | 1.5 | 28 | 93.4 | |
| FCL Newton solverp (p-Laplacian parameter)=52026.07 | 0.99 | — | 23 | 95.4 | |
| FCL Newton solverp (p-Laplacian parameter)=82026.07 | 1.36 | — | 29 | 93.4 |