Importance Learning on MNIST 50% 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 | 97.51 | |
| ApproxGradLower-level updates (T)=20, linear system updates=20, validation set size=10002019.11 | 97.27 | |
| Val-Onlyvalidation set size=10002019.11 | 94.6 | |
| Train+Valvalidation set size=10002019.11 | 60.8 |