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Regression on Bikesharing (3 train-test splits)

-0.092LPPDSGHMC
-0.10472-0.018860.0670.15286Feb 6, 2026

Evaluation results

MethodLinks
SGHMCSampling strategy=Stochastic (Batch-wise Sampling)2026.02-0.0920.25
SMILE-naiveSampling strategy=Stochastic (Batch-wise Sampling)2026.020.1320.236
SGHMCSampling strategy=Stochastic (Epoch-wise Sampling)2026.020.1450.236
SMILE-naiveSampling strategy=Stochastic (Epoch-wise Sampling)2026.020.1670.233
pSMILE-naiveSampling strategy=Stochastic (Batch-wise Sampling)2026.020.1850.231
pSMILE-naiveSampling strategy=Stochastic (Epoch-wise Sampling)2026.020.2210.23
MILESampling strategy=Full-batch Gold Standard2026.020.2260.229