Euclidean estimation error on Monte Carlo simulation n = 3 × 10^8 (final-horizon)
1.54Median Final-Horizon Error RatioDirect Laplace
Evaluation Results
| Method | Links | |
|---|---|---|
| Direct LaplaceDimension p=12026.07 | 1.54 | |
| Direct Laplaceprivacy budget (epsilon)=162026.07 | 1.59 | |
| Direct LaplaceDimension p=22026.07 | 1.84 | |
| Face-exponentialprivacy budget (epsilon)=22026.07 | 1.94 | |
| Direct Laplaceprivacy budget (epsilon)=82026.07 | 2.28 | |
| Direct Laplaceprivacy budget (epsilon)=42026.07 | 2.36 | |
| Direct Laplaceprivacy budget (epsilon)=22026.07 | 2.48 | |
| Direct Laplaceprivacy budget (epsilon)=12026.07 | 2.56 | |
| Direct Laplaceprivacy budget (epsilon)=0.52026.07 | 2.58 | |
| Direct LaplaceDimension p=52026.07 | 3.02 | |
| Face-exponentialprivacy budget (epsilon)=42026.07 | 3.49 | |
| Direct LaplaceDimension p=82026.07 | 3.81 | |
| Face-exponentialprivacy budget (epsilon)=0.52026.07 | 4.43 | |
| Face-exponentialprivacy budget (epsilon)=82026.07 | 4.97 | |
| Face-exponentialprivacy budget (epsilon)=12026.07 | 8.2 | |
| Face-exponentialprivacy budget (epsilon)=162026.07 | 15.9 | |
| Face-exponentialDimension p=82026.07 | 17.8 | |
| Face-exponentialDimension p=22026.07 | 22.5 | |
| Face-exponentialDimension p=52026.07 | 22.6 | |
| Face-exponentialDimension p=12026.07 | 36.2 |