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Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data
Efficient Regularized;Least-Squares;Algorithms;Conditional Ranking;Relational Data
2012/11/23
In domains like bioinformatics, information retrieval and social network analysis, one can find learning tasks where the goal consists of inferring a ranking of objects, conditioned on a particular ta...
The question of aggregating pairwise comparisons to obtain a global ranking over a collection of objects has been of interest for a very long time: be it ranking of online gamers (e.g. MSR's TrueSkill...