Mean Euclidean Estimation on Simulated stream data n = 3 × 10^8
1.22Mean Euclidean ErrorDirect Laplace
Evaluation Results
| Method | Links | |
|---|---|---|
| Direct Laplaceepsilon=2, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 1.22 | |
| Nonprivate ASGD oracleepsilon=∞, tau=0.50, n=3 × 10^8, p=2, replications=5002026.07 | 1.39 | |
| CQX(q, s)epsilon=16, tau=0.50, n=3 × 10^8, p=2, replications=5002026.07 | 1.41 | |
| CQX(q, s)epsilon=8, tau=0.50, n=3 × 10^8, p=2, replications=5002026.07 | 1.5 | |
| CQX(q, s)epsilon=1, tau=0.75, n=3 × 10^8, p=2, replications=5002026.07 | 1.59 | |
| CQX(q, s)epsilon=0.5, tau=0.50, n=3 × 10^8, p=2, replications=5002026.07 | 1.63 | |
| CQX(q, s)epsilon=16, tau=0.75, n=3 × 10^8, p=2, replications=5002026.07 | 1.67 | |
| Nonprivate ASGD oracleepsilon=∞, tau=0.75, n=3 × 10^8, p=2, replications=5002026.07 | 1.67 | |
| CQX(q, s)epsilon=8, tau=0.75, n=3 × 10^8, p=2, replications=5002026.07 | 1.82 | |
| Direct Laplaceepsilon=16, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 1.87 | |
| Direct Laplaceepsilon=1, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 1.99 | |
| Face-exponentialepsilon=2, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 1.99 | |
| Face-exponentialepsilon=8, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 2.05 | |
| Direct Laplaceepsilon=16, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 2.29 | |
| CQX(q, s)epsilon=4, tau=0.50, n=3 × 10^8, p=2, replications=5002026.07 | 2.57 | |
| Direct Laplaceepsilon=1, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 2.63 | |
| Face-exponentialepsilon=16, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 2.7 | |
| CQX(q, s)epsilon=4, tau=0.75, n=3 × 10^8, p=2, replications=5002026.07 | 2.83 | |
| Direct Laplaceepsilon=8, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 2.88 | |
| CQX(q, s)epsilon=0.5, tau=0.75, n=3 × 10^8, p=2, replications=5002026.07 | 3.08 | |
| Direct Laplaceepsilon=8, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 3.41 | |
| Direct Laplaceepsilon=0.5, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 3.57 | |
| Face-exponentialepsilon=1, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 3.61 | |
| Direct Laplaceepsilon=4, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 4.84 | |
| Face-exponentialepsilon=8, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 4.91 | |
| CQX(q, s)epsilon=2, tau=0.50, n=3 × 10^8, p=2, replications=5002026.07 | 5.25 | |
| Direct Laplaceepsilon=0.5, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 5.35 | |
| Direct Laplaceepsilon=4, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 6.32 | |
| Face-exponentialepsilon=16, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 6.74 | |
| CQX(q, s)epsilon=2, tau=0.75, n=3 × 10^8, p=2, replications=5002026.07 | 7.26 | |
| Face-exponentialepsilon=0.5, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 7.72 | |
| CQX(q, s)epsilon=1, tau=0.50, n=3 × 10^8, p=2, replications=5002026.07 | 8.3 | |
| Face-exponentialepsilon=4, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 9.37 | |
| Direct Laplaceepsilon=2, tau=0.50, n=3 × 10^8, p=2, replications=2002026.07 | 9.5 | |
| Face-exponentialepsilon=4, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 9.81 | |
| Face-exponentialepsilon=2, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 9.84 | |
| Face-exponentialepsilon=0.5, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 9.85 | |
| Face-exponentialepsilon=1, tau=0.75, n=3 × 10^8, p=2, replications=2002026.07 | 9.85 |