Importance Learning on MNIST 25% label noise (test)
99.3Test AccuracyOracle
Evaluation Results
| Method | Links | |
|---|---|---|
| Oraclevalidation set size=10002019.11 | 99.3 | |
| PenaltyLower-level updates (T)=20, validation set size=10002019.11 | 98.89 | |
| ApproxGradLower-level updates (T)=20, linear system updates=20, validation set size=10002019.11 | 98.11 | |
| Val-Onlyvalidation set size=10002019.11 | 94.6 | |
| Train+Valvalidation set size=10002019.11 | 83.9 |