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ResearchFormerly WizWand

Regression on Wine UCI (test)

0.61RMSEMNF
0.60840.61920.630.6408Feb 16, 2021May 31, 2021Sep 12, 2021Dec 26, 2021Apr 9, 2022Jul 22, 2022Nov 4, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MNF2021.020.61
MCD2021.020.61
VD2021.020.62
VMG2021.020.63
VSD2021.020.63
SGPR + HMCM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form2022.110.635
SGPRM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=delta2022.110.636
BBB2021.020.64
D.E2021.020.64
GPR + HMCM (Number of inducing points)=N/A (Full GP), q(theta) (Posterior approximation configuration)=-2022.110.64
SVGPM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=delta2022.110.641
JointHMCM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form2022.110.641
FBGPM (Number of inducing points)=100, q(theta) (Posterior approximation configuration)=free-form (Z, theta)2022.110.642
SLANG2021.020.65