Machine Unlearning on CIFAR10 (Runtime and Speedup)
23.53Unlearning Runtime (s)EUPG (ϵ=1, δ=0)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EUPG (ϵ=1, δ=0)Model Family=Neural Network, Forget ratio=5%, Number of runs=52025.07 | 23.53 | 14.84 | |
| EUPG (k=30)Model Family=Neural Network, Forget ratio=5%, Number of runs=52025.07 | 23.62 | 14.76 | |
| Certified-SP (ϵ=1, δ=1e-5)Model Family=Neural Network, Forget ratio=5%, Number of runs=52025.07 | 23.81 | 14.04 | |
| RetrainModel Family=Neural Network, Forget ratio=5%, Number of runs=52025.07 | 417.32 | 1 | |
| SISAModel Family=Neural Network, Forget ratio=5%, Number of runs=52025.07 | 530.35 | 0.62 |