发明名称 EFFICIENT ALGORITHM FOR PAIRWISE PREFERENCE LEARNING
摘要 In one embodiment, training a ranking model comprises: accessing the ranking model and an objective function of the ranking model; accessing one or more preference pairs of objects, wherein for each of the preference pairs of objects comprising a first object and a second object, there is a preference between the first object and the second object with respect to the particular reference, and the first object and the second object each has a feature vector comprising one or more feature values; and training the ranking model by minimizing the objective function using the preference pairs of objects, wherein for each of the preference pairs of objects, a difference between the first feature vector of the first object and the second feature vector of the second object is not calculated.
申请公布号 US2011016065(A1) 申请公布日期 2011.01.20
申请号 US20090504460 申请日期 2009.07.16
申请人 YAHOO! INC. 发明人 CHAPELLE OLIVIER;SELVARAJ SATHIYA KEERTHI
分类号 G06F15/18 主分类号 G06F15/18
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