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Single-variable main effect estimation on Synthetic Unif[0, 1]^p (p=4) (train)
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0.006
Mean Wall-Clock Time (s)
ALE
-0.03236
0.22657
0.4855
0.74443
Oct 9, 2025
Mean Wall-Clock Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Wall-Clock Time (s)
ALE
n=100, p=4, d=1, K=40,...
2025.10
0.006
ALE
n=200, p=4, d=1, K=40,...
2025.10
0.011
PD
n=100, p=4, d=1, K=40,...
2025.10
0.012
PD
n=200, p=4, d=1, K=40,...
2025.10
0.024
ALE
n=500, p=4, d=1, K=40,...
2025.10
0.028
A2D2E
n=100, p=4, d=1, K=40,...
2025.10
0.048
ALE
n=1000, p=4, d=1, K=40...
2025.10
0.055
PD
n=500, p=4, d=1, K=40,...
2025.10
0.061
A2D2E
n=200, p=4, d=1, K=40,...
2025.10
0.094
ALE
n=2000, p=4, d=1, K=40...
2025.10
0.111
PD
n=1000, p=4, d=1, K=40...
2025.10
0.122
A2D2E
n=500, p=4, d=1, K=40,...
2025.10
0.241
PD
n=2000, p=4, d=1, K=40...
2025.10
0.245
A2D2E
n=1000, p=4, d=1, K=40...
2025.10
0.483
A2D2E
n=2000, p=4, d=1, K=40...
2025.10
0.965
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