Sökning: "Newton Mwai Kinyanjui"

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1. 1. Improved sequential decision-making with structural priors: Enhanced treatment personalization with historical data

   Författare :Newton Mwai Kinyanjui; Chalmers tekniska högskola; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; policy optimization; fixed-confidence pure exploration; historical data; personalization; structural priors; latent bandits; benchmark simulators;

   Sammanfattning : Personalizing treatments for patients involves a period where different treatments out of a set of available treatments are tried until an optimal treatment is found, for particular patient characteristics. To minimize suffering and other costs, it is critical to minimize this search. LÄS MER