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%.
46 Appendix Appendix A: Implementation Details and Pseudocode for Estimation Algorithms A.1
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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%.