Algorithmic learning from financial predictions

We study how financial predictions can be used in learning algorithms for problems such as portfolio selection and derivatives pricing, from the perspective of minimizing regret; the worst-case loss (across all possible price paths) against some optimal benchmark model with superior information. Unl...

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Bibliographic Details
Main Author: Taptagaporn, Pongphat
Published: London School of Economics and Political Science (University of London) 2017
Subjects:
518
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.713432