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Hyperparameter settings for SAMIL across different data splits.
| SAMIL (with study-level SSL) | |||
|---|---|---|---|
| Hyperparameter | split1 | split2 | split3 |
| Learning rate | 0.0005 | 0.0008 | 0.0005 |
| Weight decay | 0.0001 | 0.001 | 0.001 |
| Temperature T | 0.1 | 0.1 | 0.05 |
| λSA | 15.0 | 20.0 | 20.0 |
| Learning rate schedule | cosine | cosine | cosine |
