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Statistical Dependence Measurement on MNIST
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28.81
Dependence (X, Y')
NMF-DR
0.7716
8.0508
15.33
22.6092
Mar 12, 2026
Dependence (X, Y')
Dependence (Y, Y')
Dependence (Y', X')
Dependence (X_tilde, X')
Dependence (X_tilde, X)
Dependence (X, X')
Updated 4mo ago
Evaluation Results
Method
Method
Links
Dependence (X, Y')
Dependence (Y, Y')
Dependence (Y', X')
Dependence (X_tilde, X')
Dependence (X_tilde, X)
Dependence (X, X')
NMF-DR
Objective=NMF-DR
2026.03
28.81
28.85
200.74
207.9
-
28.51
TRACE
Objective=TRACE
2026.03
28.28
28.34
201.1
206.97
-
28.02
LOGDET
Objective=LOGDET
2026.03
27.98
28.04
199.3
200.75
-
27.7
HSIC
Objective=HSIC
2026.03
11.62
10.89
11.68
410.93
-
495.02
KICA
Objective=KICA
2026.03
9.43
16.87
9.47
276.15
-
344.04
KDE
Objective=KDE
2026.03
2.5
3.18
3.18
4.93
-
2.96
MINE
Objective=MINE
2026.03
1.85
2.09
3.31
4.9
-
2.07
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