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ResearchFormerly WizWand

Marginal Query Answering on Adult

0.3Query ErrorPrivSyn
0.141.222.33.38Mar 9, 2026
Updated 8mo ago

Evaluation results

MethodLinks
PrivSynepsilon=52026.030.3
PrivSynepsilon=12026.030.4
FedPrivSynepsilon=5, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.030.5
AdaFedPrivSynepsilon=5, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.030.6
FedPrivSyn-w/o RPepsilon=5, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.030.7
AdaFedPrivSynepsilon=1, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.030.9
PrivSynepsilon=0.22026.031.1
FedPrivSyn-allMargepsilon=5, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.031.6
AdaFedPrivSynepsilon=0.2, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.031.7
FedPrivSyn-w/o RPepsilon=1, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.031.8
FedPrivSynepsilon=0.2, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.031.8
FedPrivSynepsilon=1, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.031.8
FedPrivSyn-RandMargepsilon=5, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.032.2
FedPrivSyn-allMargepsilon=1, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.033.1
FedPrivSyn-allMargepsilon=0.2, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.033.5
FedPrivSyn-RandMargepsilon=1, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.033.5
FedPrivSyn-w/o RPepsilon=0.2, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.033.5
FedPrivSyn-RandMargepsilon=0.2, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.034.3