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Kernel learning on LSK synthetic data 1.0 (test)
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77.7
Relative Error
Regular Fourier Features (real)
65.868
145.734
225.6
305.466
Feb 26, 2026
Relative Error
NLPD
KL Divergence
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative Error
NLPD
KL Divergence
Regular Fourier Features (real)
network output=real-va...
2026.02
77.7
1.95
6.5
Regular Fourier Features (complex)
network output=complex...
2026.02
81.5
1.85
8.5
RBF
2026.02
94.2
1.94
6.3
NGSM
hidden layers=2, units...
2026.02
96.1
1.84
8.4
NNK
2026.02
148.2
1.94
5.7
DKL
hidden layers=2, units...
2026.02
373.5
0.4
30.4
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