7215 search results - page 4 / 1443 » On the Consistency of Ranking Algorithms |
105
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NIPS
2003
15 years 1 months ago
2003
Label ranking is the task of inferring a total order over a predefined set of labels for each given instance. We present a general framework for batch learning of label ranking f...
PVLDB
2008
14 years 11 months ago
2008
The measure of similarity between objects is a very useful tool in many areas of computer science, including information retrieval. SimRank is a simple and intuitive measure of th...
93
Voted
CORR
2007
Springer
14 years 11 months ago
2007
Springer
Regularization by the sum of singular values, also referred to as the trace norm, is a popular technique for estimating low rank rectangular matrices. In this paper, we extend som...
86
Voted
AIRS
2010
Springer
14 years 9 months ago
2010
Springer
This paper is concerned with a new task of ranking, referred to as "supplementary data assisted ranking", or "supplementary ranking" for short. Different from c...
121
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TKDE
2012
13 years 2 months ago
2012
— Recommender systems are becoming increasingly important to individual users and businesses for providing personalized recommendations. However, while the majority of algorithms...