AUC Maximization on diabetes
0.79AUCDifferentially Private Localized SGD for Pairwise Learning
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Differentially Private Localized SGD for Pairwise Learningtraining size (n)=300, epsilon=12021.11 | 0.79 | 0.135 | |
| Differentially Private Localized SGD for Pairwise Learningtraining size (n)=200, epsilon=12021.11 | 0.788 | 0.096 | |
| DPEGDtraining size (n)=300, epsilon=12021.11 | 0.777 | 1.41 | |
| DPEGDtraining size (n)=200, epsilon=12021.11 | 0.772 | 0.885 | |
| Differentially Private Localized SGD for Pairwise Learningtraining size (n)=100, epsilon=12021.11 | 0.709 | 0.046 | |
| DPEGDtraining size (n)=100, epsilon=12021.11 | 0.705 | 0.421 |