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Synthetic Regression on Synthetic GP Matérn-5/2 kernel, Interpolation
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0.01
KL Divergence (dx=2)
ConvGNP
-0.0052
0.0974
0.2
0.3026
Jun 19, 2023
KL Divergence (dx=2)
KL Divergence (dx=3)
KL Divergence (dx=5)
Updated 4d ago
Evaluation Results
Method
Method
Links
KL Divergence (dx=2)
KL Divergence (dx=3)
KL Divergence (dx=5)
ConvGNP
2023.06
0.01
-
-
RGNP
kernel_type=stationary
2023.06
0.03
0.05
0.11
GNP
2023.06
0.07
0.11
0.19
FullRGNP
kernel_type=isotropic
2023.06
0.09
0.16
0.21
ConvCNP
2023.06
0.26
-
-
RCNP
kernel_type=stationary
2023.06
0.3
0.39
0.35
FullRCNP
kernel_type=isotropic
2023.06
0.3
0.32
0.29
CNP
2023.06
0.39
0.46
0.47
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