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  • Publication . Article . Preprint . 2015 . Embargo End Date: 01 Jan 2015
    Open Access
    Chuklin, Aleksandr; de Rijke, Maarten;
    Publisher: arXiv
    Project: NWO | Modeling and Learning fro... (2300171779), NWO | Digging archaeology data:... (2300186891), EC | LIMOSINE (288024), NWO | SPuDisc: Searching Public... (2300176811), EC | VOX-POL (312827), NWO | Semantic Search in E-Disc... (2300168486)

    Currently, the quality of a search engine is often determined using so-called topical relevance, i.e., the match between the user intent (expressed as a query) and the content of the document. In this work we want to draw attention to two aspects of retrieval system per...

  • Publication . Article . Preprint . 2013 . Embargo End Date: 01 Jan 2013
    Open Access
    Zoghi, M.; Whiteson, S.; Munos, R.; de Rijke, M.;
    Publisher: arXiv
    Project: NWO | Modeling and Learning fro... (2300171779), EC | LIMOSINE (288024), NWO | Digging archaeology data:... (2300186891), NWO | Building Rich Links to En... (2300153702), EC | COMPLACS (270327), NWO | SPuDisc: Searching Public... (2300176811), NWO | Semantic Search in E-Disc... (2300168486)

    This paper proposes a new method for the K-armed dueling bandit problem, a variation on the regular K-armed bandit problem that offers only relative feedback about pairs of arms. Our approach extends the Upper Confidence Bound algorithm to the relative setting by using ...