Privacy Amplification on CIFAR-10 (train)
90.07MSEb-Min-Sep
Evaluation results
| Method | Links | |
|---|---|---|
| b-Min-Sepepsilon=82026.02 | 90.07 | |
| Balls-in-Binsepsilon=82026.02 | 101.14 | |
| Cyclic Poissonepsilon=82026.02 | 126.57 | |
| b-Min-Sepepsilon=42026.02 | 285.66 | |
| Balls-in-Binsepsilon=42026.02 | 308.25 | |
| Cyclic Poissonepsilon=42026.02 | 337.71 | |
| DP-SGD + Poissonepsilon=82026.02 | 414.09 | |
| DP-SGD + Poissonepsilon=42026.02 | 676.88 | |
| b-Min-Sepepsilon=22026.02 | 952.94 | |
| Cyclic Poissonepsilon=22026.02 | 983.42 | |
| Balls-in-Binsepsilon=22026.02 | 987.52 | |
| DP-SGD + Poissonepsilon=22026.02 | 1,321.63 | |
| Cyclic Poissonepsilon=12026.02 | 3,113.98 | |
| b-Min-Sepepsilon=12026.02 | 3,213.94 | |
| Balls-in-Binsepsilon=12026.02 | 3,391.55 | |
| DP-SGD + Poissonepsilon=12026.02 | 3,397.66 | |
| Cyclic Poissonepsilon=0.52026.02 | 10,456.94 | |
| DP-SGD + Poissonepsilon=0.52026.02 | 10,625.72 | |
| b-Min-Sepepsilon=0.52026.02 | 11,377.86 | |
| Balls-in-Binsepsilon=0.52026.02 | 11,541.26 |