Hypergraph Link Prediction on Enron email 3-uniform hypergraph (test)
0.817ROC-AUCMLE (non-private)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MLE (non-private)ε (Privacy Budget)=non-private2026.02 | 0.817 | 79.3 | 0.271 | |
| Ridge MLE (non-private)ε (Privacy Budget)=non-private2026.02 | 0.817 | 79.3 | 0.271 | |
| Central DP-GDε (Privacy Budget)=1.02026.02 | 0.817 | 79.1 | 0.271 | |
| Local DPε (Privacy Budget)=1.02026.02 | 0.803 | 78.4 | 0.271 | |
| Central DP-GDε (Privacy Budget)=0.12026.02 | 0.658 | 67.8 | 0.271 | |
| Local DPε (Privacy Budget)=0.12026.02 | 0.609 | 63.6 | 0.271 | |
| Central DP-GDε (Privacy Budget)=0.012026.02 | 0.535 | 54.6 | 0.273 | |
| Central DP-GDε (Privacy Budget)=0.0012026.02 | 0.521 | 53.7 | 0.281 | |
| Local DPε (Privacy Budget)=0.012026.02 | 0.434 | 48.1 | 0.269 | |
| Local DPε (Privacy Budget)=0.0012026.02 | 0.43 | 47.9 | 0.24 |