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ResearchFormerly WizWand

Coreset Construction on Adult

2.7Wasserstein DistanceFWC
-0.273619.798239.8759.9418Nov 9, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FWCepsilon=0.01, Coreset Size=2%2023.112.7
FWCepsilon=0.05, Coreset Size=2%2023.112.79
FWCepsilon=0.1, Coreset Size=2%2023.113.04
FWCepsilon=0.01, Coreset Size=1%2023.113.76
FWCepsilon=0.05, Coreset Size=1%2023.113.9
FWCepsilon=0.1, Coreset Size=1%2023.114.15
FWCepsilon=0.05, Coreset Size=0.5%2023.115.57
FWCepsilon=0.01, Coreset Size=0.5%2023.115.72
FWCepsilon=0.1, Coreset Size=0.5%2023.116.18
Uniform SubsamplingCoreset Size=2%2023.117.96
K-Median Cor.Coreset Size=1%2023.119.37
Ind. Fair. Cor.Coreset Size=2%2023.1111.48
K-Median Cor.Coreset Size=2%2023.1112.04
Ind. Fair. Cor.Coreset Size=0.5%2023.1112.96
Uniform SubsamplingCoreset Size=1%2023.1114.39
Uniform SubsamplingCoreset Size=0.5%2023.1118.01
K-Median Cor.Coreset Size=0.5%2023.1122.11
Ind. Fair. Cor.Coreset Size=1%2023.1123.91
K-MeansCoreset Size=0.5%2023.1143.96
K-MedoidsCoreset Size=0.5%2023.1150.87
K-MedoidsCoreset Size=2%2023.1151.77
K-MedoidsCoreset Size=1%2023.1153.31
K-MeansCoreset Size=2%2023.1174.5
K-MeansCoreset Size=1%2023.1177.04