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Statistical Dependence Estimation on Two Moons
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28.57
Dependence (X, Y')
NMF-DR
1.8108
8.7579
15.705
22.6521
Mar 12, 2026
Dependence (X, Y')
Dependence (Y, Y')
Dependence (Y', X')
Dependence (X~, X')
Dependence (X, X~)
Dependence (X, X')
Updated 4mo ago
Evaluation Results
Method
Method
Links
Dependence (X, Y')
Dependence (Y, Y')
Dependence (Y', X')
Dependence (X~, X')
Dependence (X, X~)
Dependence (X, X')
NMF-DR
Objective=NMF-DR
2026.03
28.57
28.68
22.37
22.38
28.64
16.58
TRACE
Objective=TRACE
2026.03
28.46
28.66
22.4
22.4
28.44
19.59
LOGDET
Objective=LOGDET
2026.03
28.35
28.6
22.35
22.36
28.34
16.72
KDE
Objective=KDE
2026.03
20.48
20.57
17.94
20.29
23.22
15.78
KICA
Objective=KICA
2026.03
10.99
16.52
10.43
16.45
17.74
12.36
HSIC
Objective=HSIC
2026.03
10.33
10.78
10.04
18.04
19.03
15.02
MINE
Objective=MINE
2026.03
2.84
3.17
2.63
2.81
2.96
2.36
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