Articles with "posl" as a keyword



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Personalized online ensemble machine learning with applications for dynamic data streams

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Published in 2023 at "Statistics in Medicine"

DOI: 10.1002/sim.9655

Abstract: In this work we introduce the personalized online super learner (POSL), an online personalizable ensemble machine learning algorithm for streaming data. POSL optimizes predictions with respect to baseline covariates, so personalization can vary from completely… read more here.

Keywords: time; posl; time series; personalized online ... See more keywords