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ResearchFormerly WizWand

Mean Euclidean Estimation on Simulated stream data n = 3 × 10^8

1.22Mean Euclidean ErrorDirect Laplace
0.87483.20495.5357.8651Jul 6, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Direct Laplaceepsilon=2, tau=0.75, n=3 × 10^8, p=2, replications=2002026.071.22
Nonprivate ASGD oracleepsilon=∞, tau=0.50, n=3 × 10^8, p=2, replications=5002026.071.39
CQX(q, s)epsilon=16, tau=0.50, n=3 × 10^8, p=2, replications=5002026.071.41
CQX(q, s)epsilon=8, tau=0.50, n=3 × 10^8, p=2, replications=5002026.071.5
CQX(q, s)epsilon=1, tau=0.75, n=3 × 10^8, p=2, replications=5002026.071.59
CQX(q, s)epsilon=0.5, tau=0.50, n=3 × 10^8, p=2, replications=5002026.071.63
CQX(q, s)epsilon=16, tau=0.75, n=3 × 10^8, p=2, replications=5002026.071.67
Nonprivate ASGD oracleepsilon=∞, tau=0.75, n=3 × 10^8, p=2, replications=5002026.071.67
CQX(q, s)epsilon=8, tau=0.75, n=3 × 10^8, p=2, replications=5002026.071.82
Direct Laplaceepsilon=16, tau=0.50, n=3 × 10^8, p=2, replications=2002026.071.87
Direct Laplaceepsilon=1, tau=0.50, n=3 × 10^8, p=2, replications=2002026.071.99
Face-exponentialepsilon=2, tau=0.50, n=3 × 10^8, p=2, replications=2002026.071.99
Face-exponentialepsilon=8, tau=0.75, n=3 × 10^8, p=2, replications=2002026.072.05
Direct Laplaceepsilon=16, tau=0.75, n=3 × 10^8, p=2, replications=2002026.072.29
CQX(q, s)epsilon=4, tau=0.50, n=3 × 10^8, p=2, replications=5002026.072.57
Direct Laplaceepsilon=1, tau=0.75, n=3 × 10^8, p=2, replications=2002026.072.63
Face-exponentialepsilon=16, tau=0.50, n=3 × 10^8, p=2, replications=2002026.072.7
CQX(q, s)epsilon=4, tau=0.75, n=3 × 10^8, p=2, replications=5002026.072.83
Direct Laplaceepsilon=8, tau=0.50, n=3 × 10^8, p=2, replications=2002026.072.88
CQX(q, s)epsilon=0.5, tau=0.75, n=3 × 10^8, p=2, replications=5002026.073.08
Direct Laplaceepsilon=8, tau=0.75, n=3 × 10^8, p=2, replications=2002026.073.41
Direct Laplaceepsilon=0.5, tau=0.50, n=3 × 10^8, p=2, replications=2002026.073.57
Face-exponentialepsilon=1, tau=0.50, n=3 × 10^8, p=2, replications=2002026.073.61
Direct Laplaceepsilon=4, tau=0.50, n=3 × 10^8, p=2, replications=2002026.074.84
Face-exponentialepsilon=8, tau=0.50, n=3 × 10^8, p=2, replications=2002026.074.91
CQX(q, s)epsilon=2, tau=0.50, n=3 × 10^8, p=2, replications=5002026.075.25
Direct Laplaceepsilon=0.5, tau=0.75, n=3 × 10^8, p=2, replications=2002026.075.35
Direct Laplaceepsilon=4, tau=0.75, n=3 × 10^8, p=2, replications=2002026.076.32
Face-exponentialepsilon=16, tau=0.75, n=3 × 10^8, p=2, replications=2002026.076.74
CQX(q, s)epsilon=2, tau=0.75, n=3 × 10^8, p=2, replications=5002026.077.26
Face-exponentialepsilon=0.5, tau=0.50, n=3 × 10^8, p=2, replications=2002026.077.72
CQX(q, s)epsilon=1, tau=0.50, n=3 × 10^8, p=2, replications=5002026.078.3
Face-exponentialepsilon=4, tau=0.50, n=3 × 10^8, p=2, replications=2002026.079.37
Direct Laplaceepsilon=2, tau=0.50, n=3 × 10^8, p=2, replications=2002026.079.5
Face-exponentialepsilon=4, tau=0.75, n=3 × 10^8, p=2, replications=2002026.079.81
Face-exponentialepsilon=2, tau=0.75, n=3 × 10^8, p=2, replications=2002026.079.84
Face-exponentialepsilon=0.5, tau=0.75, n=3 × 10^8, p=2, replications=2002026.079.85
Face-exponentialepsilon=1, tau=0.75, n=3 × 10^8, p=2, replications=2002026.079.85