Differentially private sum estimation on Ages data
103.05MAEUQE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UQEPrivacy (epsilon)=1, q (quantile)=0.992023.05 | 103.05 | 16.04 | |
| UQEPrivacy (epsilon)=0.5, q (quantile)=0.992023.05 | 180.61 | 27.03 | |
| EMQPrivacy (epsilon)=1, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 187.06 | 33.55 | |
| ATPrivacy (epsilon)=1, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 293.11 | 117.32 | |
| ATPrivacy (epsilon)=0.5, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 473.19 | 238.19 | |
| EMQPrivacy (epsilon)=0.5, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 678.22 | 1,931.11 | |
| UQEPrivacy (epsilon)=0.1, q (quantile)=0.992023.05 | 821.77 | 157.68 | |
| ATPrivacy (epsilon)=0.1, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 14,490.06 | 25,268.71 | |
| EMQPrivacy (epsilon)=0.1, q (quantile)=best of {0.95, 0.96, 0.97, 0.98, 0.99}2023.05 | 50,558.32 | 28,843.72 |