TLRF converts growth rate estimation to regression and uses random forests for transfer learning across space and time, outperforming baselines and improving Colorado outbreak detection by up to 224%.
Centers for Disease Control and Prevention 2018)
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Small Area Estimation of Case Growths for Timely COVID-19 Outbreak Detection
TLRF converts growth rate estimation to regression and uses random forests for transfer learning across space and time, outperforming baselines and improving Colorado outbreak detection by up to 224%.