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ResearchFormerly WizWand

Regression on D3

0.023Average Relative MSEOLS
-0.6683.996258.660513.32475Oct 19, 2025
Updated 7mo ago

Evaluation results

MethodLinks
OLSSize (n, d)=(2043, 8), Privacy=Non-private, Repetitions=1002025.100.023
BinAggSize (n, d)=(2043, 8), Privacy=mu-GDP (mu=1), Repetitions=1002025.100.035
AdaSSPSize (n, d)=(2043, 8), Privacy=mu-GDP (mu=1), Repetitions=1002025.100.669
DP-GDSize (n, d)=(2043, 8), Privacy=mu-GDP (mu=1), Repetitions=1002025.100.693
OriginalAveraging=across 10 synthetic datasets2025.100.875
AIMprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.101.169
BinAggprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.102.208
PATE-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.104.325
PATE-GANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.108.789
DP-GANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.1012.619
DP-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.1017.298