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ResearchFormerly WizWand

Kernel Approximation on COIL

1.87Kernel Approximation ErrorQMC (Halton)
1.72082.72793.7354.7421May 29, 2016
Updated 4mo ago

Evaluation results

MethodLinks
QMC (Halton)Number of random features (k)=20482016.051.87
GaussianNumber of random features (k)=20482016.051.92
QMC (Halton)Number of random features (k)=10242016.052.41
FastfoodNumber of random features (k)=20482016.052.64
GaussianNumber of random features (k)=10242016.052.74
ToeplitzLike(20)Number of random features (k)=20482016.052.76
ToeplitzLike(10)Number of random features (k)=20482016.052.87
ToeplitzLike(5)Number of random features (k)=20482016.053.04
CirculantNumber of random features (k)=20482016.053.14
FastfoodNumber of random features (k)=10242016.053.67
ToeplitzLike(20)Number of random features (k)=10242016.053.79
ToeplitzLike(10)Number of random features (k)=10242016.054.09
ToeplitzLike(1)Number of random features (k)=20482016.054.18
CirculantNumber of random features (k)=10242016.054.45
ToeplitzLike(5)Number of random features (k)=10242016.054.47
ToeplitzLike(1)Number of random features (k)=10242016.055.6