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Regression on D1
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0.038
Average Relative MSE
OLS
-0.0564
0.5808
1.218
1.8552
Oct 19, 2025
Average Relative MSE
Updated 18d ago
Evaluation Results
Method
Method
Links
Average Relative MSE
OLS
Size (n, d)=(182, 4),...
2025.10
0.038
BinAgg
Size (n, d)=(182, 4),...
2025.10
0.095
Original
Averaging=across 10 sy...
2025.10
0.286
DP-GD
Size (n, d)=(182, 4),...
2025.10
0.677
AdaSSP
Size (n, d)=(182, 4),...
2025.10
0.69
BinAgg
privacy_budget_epsilon...
2025.10
0.939
DP-CTGAN
privacy_budget_epsilon...
2025.10
1.091
PATE-CTGAN
privacy_budget_epsilon...
2025.10
1.344
AIM
privacy_budget_epsilon...
2025.10
1.4
DP-GAN
privacy_budget_epsilon...
2025.10
2.398
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