Machine Unlearning on Yelp (20 folds)
0.12Running Time (s)OLS θ_r^{(ols)}
Evaluation results
| Method | Links | |
|---|---|---|
| OLS θ_r^{(ols)}Hardware=Intel Xeon Gold 5418Y CPU (48 cores), Evaluation=Average over 20 folds2026.04 | 0.12 | |
| ULS θ_r^{(uls)}Hardware=Intel Xeon Gold 5418Y CPU (48 cores), Evaluation=Average over 20 folds2026.04 | 0.25 | |
| Retrained θ_r^{(rtr)}Hardware=Intel Xeon Gold 5418Y CPU (48 cores), Evaluation=Average over 20 folds2026.04 | 0.44 | |
| ULS+ θ_r^{(uls+)}Hardware=Intel Xeon Gold 5418Y CPU (48 cores), Tuning=5-fold cross-validation over 20 candidates, Evaluation=Average over 20 folds2026.04 | 25.2 | |
| Difference-based θ_r^{(diff)}Hardware=Intel Xeon Gold 5418Y CPU (48 cores), Tuning=5-fold cross-validation over 20 candidates, Evaluation=Average over 20 folds2026.04 | 25.6 | |
| Pruning θ_r^{(pru)}Hardware=Intel Xeon Gold 5418Y CPU (48 cores), Evaluation=Average over 20 folds2026.04 | 90.08 |