Adaptive online learning

The research that constitutes this thesis was driven by the two related goals in mind. The first one was to develop new efficient online learning algorithms and to study their properties and theoretical guarantees. The second one was to study real-world data and find algorithms appropriate for the p...

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Bibliographic Details
Main Author: Adamskiy, Dmitry
Published: Royal Holloway, University of London 2013
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.591060