Marginal Query Answering on Adult
0.3Query ErrorPrivSyn
Evaluation Results
| Method | Links | |
|---|---|---|
| PrivSynepsilon=52026.03 | 0.3 | |
| PrivSynepsilon=12026.03 | 0.4 | |
| FedPrivSynepsilon=5, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 0.5 | |
| AdaFedPrivSynepsilon=5, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 0.6 | |
| FedPrivSyn-w/o RPepsilon=5, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 0.7 | |
| AdaFedPrivSynepsilon=1, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 0.9 | |
| PrivSynepsilon=0.22026.03 | 1.1 | |
| FedPrivSyn-allMargepsilon=5, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 1.6 | |
| AdaFedPrivSynepsilon=0.2, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 1.7 | |
| FedPrivSyn-w/o RPepsilon=1, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 1.8 | |
| FedPrivSynepsilon=0.2, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 1.8 | |
| FedPrivSynepsilon=1, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 1.8 | |
| FedPrivSyn-RandMargepsilon=5, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 2.2 | |
| FedPrivSyn-allMargepsilon=1, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 3.1 | |
| FedPrivSyn-allMargepsilon=0.2, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 3.5 | |
| FedPrivSyn-RandMargepsilon=1, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 3.5 | |
| FedPrivSyn-w/o RPepsilon=0.2, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 3.5 | |
| FedPrivSyn-RandMargepsilon=0.2, participants (c)=5, projected dimension (k)=10, budget for 2-way marginals=80%2026.03 | 4.3 |