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Prediction with expert advice on COVID-19 hospitalization data (California)

66.23Average GainBest Linear Model
14.69828.076541.45554.8335Dec 7, 2025

Evaluation results

MethodLinks
Best Linear ModelPrivacy Level (mu)=inf2025.1266.23
Best Linear ModelPrivacy Level (mu)=12025.1261.16
RW-MetaPrivacy Level (mu)=inf2025.1259.36
RW-MetaPrivacy Level (mu)=12025.1255.62
Best Linear ModelPrivacy Level (mu)=0.52025.1254.21
RW-MetaPrivacy Level (mu)=0.52025.1247.43
Best Linear ModelPrivacy Level (mu)=0.252025.1238.43
RW-MetaPrivacy Level (mu)=0.252025.1233.34
Agarwal (Min Noise)Privacy Level (mu)=inf2025.1231.12
Agarwal (Min Noise)Privacy Level (mu)=12025.1225.09
Agarwal (Min Noise)Privacy Level (mu)=0.52025.1222.14
Agarwal (Min Noise)Privacy Level (mu)=0.252025.1217.93
Agarwal (Min Regret)Privacy Level (mu)=12025.1216.91
Agarwal (Min Regret)Privacy Level (mu)=0.252025.1216.84
Agarwal (Min Regret)Privacy Level (mu)=0.52025.1216.82
Agarwal (Min Regret)Privacy Level (mu)=inf2025.1216.68