Text Classification on Amazon (Backward transfer (BWT))
10.6Backward Transfer (BWT)CSLR (ours)
Evaluation results
| Method | Links | |
|---|---|---|
| CSLR (ours)Privacy budget (epsilon)=4, Seeds=52026.05 | 10.6 | |
| CSLR-OptimalTransportPrivacy budget (epsilon)=4, Seeds=52026.05 | 13.5 | |
| CSLR-HungarianPrivacy budget (epsilon)=4, Seeds=52026.05 | 14 | |
| DP-Stat-SharePrivacy budget (epsilon)=4, Seeds=52026.05 | 15.8 | |
| CSLR-NearestMeanPrivacy budget (epsilon)=4, Seeds=52026.05 | 16.2 | |
| FedCIL + DPPrivacy budget (epsilon)=4, Seeds=52026.05 | 18 | |
| CSLR-NoAnchor (Random)Privacy budget (epsilon)=4, Seeds=52026.05 | 19.5 | |
| DP-SGD (no replay)Privacy budget (epsilon)=4, Seeds=52026.05 | 22.3 |