Coreset Construction on Adult
2.7Wasserstein DistanceFWC
Evaluation Results
| Method | Links | |
|---|---|---|
| FWCepsilon=0.01, Coreset Size=2%2023.11 | 2.7 | |
| FWCepsilon=0.05, Coreset Size=2%2023.11 | 2.79 | |
| FWCepsilon=0.1, Coreset Size=2%2023.11 | 3.04 | |
| FWCepsilon=0.01, Coreset Size=1%2023.11 | 3.76 | |
| FWCepsilon=0.05, Coreset Size=1%2023.11 | 3.9 | |
| FWCepsilon=0.1, Coreset Size=1%2023.11 | 4.15 | |
| FWCepsilon=0.05, Coreset Size=0.5%2023.11 | 5.57 | |
| FWCepsilon=0.01, Coreset Size=0.5%2023.11 | 5.72 | |
| FWCepsilon=0.1, Coreset Size=0.5%2023.11 | 6.18 | |
| Uniform SubsamplingCoreset Size=2%2023.11 | 7.96 | |
| K-Median Cor.Coreset Size=1%2023.11 | 9.37 | |
| Ind. Fair. Cor.Coreset Size=2%2023.11 | 11.48 | |
| K-Median Cor.Coreset Size=2%2023.11 | 12.04 | |
| Ind. Fair. Cor.Coreset Size=0.5%2023.11 | 12.96 | |
| Uniform SubsamplingCoreset Size=1%2023.11 | 14.39 | |
| Uniform SubsamplingCoreset Size=0.5%2023.11 | 18.01 | |
| K-Median Cor.Coreset Size=0.5%2023.11 | 22.11 | |
| Ind. Fair. Cor.Coreset Size=1%2023.11 | 23.91 | |
| K-MeansCoreset Size=0.5%2023.11 | 43.96 | |
| K-MedoidsCoreset Size=0.5%2023.11 | 50.87 | |
| K-MedoidsCoreset Size=2%2023.11 | 51.77 | |
| K-MedoidsCoreset Size=1%2023.11 | 53.31 | |
| K-MeansCoreset Size=2%2023.11 | 74.5 | |
| K-MeansCoreset Size=1%2023.11 | 77.04 |