An Efficient Boosting Algorithm for Combining Preferences

We study the problem of learning to accurately rank a set of objects by combining a given collection of ranking or preference functions. This problem of combining preferences arises in several applications, such as that of combining the results of different search engines, or the "collaborative...

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Veröffentlicht in:Journal of machine learning research 2004-08, Vol.4 (6), p.933-969
Hauptverfasser: Freund, Yoav, Iyer, Raj, Schapire, Robert E, Singer, Yoram
Format: Artikel
Sprache:eng
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