Support vector comparison machines

30 Jan 2014David VenutoToby Dylan HockingLakjaree SphanurattanaMasashi Sugiyama

In ranking problems, the goal is to learn a ranking function from labeled pairs of input points. In this paper, we consider the related comparison problem, where the label indicates which element of the pair is better, or if there is no significant difference... (read more)

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