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» Learning to rank on graphs
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199
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WAOA
2010
Springer
275views Algorithms» more  WAOA 2010»
14 years 11 months ago
Online Ranking for Tournament Graphs
We study the problem of producing a global ranking of items given pairwise ranking information, when the items to be ranked arrive in an online fashion. We study both the maximizat...
Claire Mathieu, Adrian Vladu
ECML
2006
Springer
15 years 5 months ago
Cost-Sensitive Learning of SVM for Ranking
Abstract. In this paper, we propose a new method for learning to rank. `Ranking SVM' is a method for performing the task. It formulizes the problem as that of binary classific...
Jun Xu, Yunbo Cao, Hang Li, Yalou Huang
86
Voted
JMLR
2011
98views more  JMLR 2011»
14 years 4 months ago
Winning The Transfer Learning Track of Yahoo!'s Learning To Rank Challenge with YetiRank
Andrey Gulin, Igor Kuralenok, Dmitry Pavlov
ECIR
2011
Springer
14 years 5 months ago
Learning Models for Ranking Aggregates
Aggregate ranking tasks are those where documents are not the final ranking outcome, but instead an intermediary component. For instance, in expert search, a ranking of candidate ...
Craig Macdonald, Iadh Ounis
115
Voted
RECSYS
2010
ACM
14 years 11 months ago
List-wise learning to rank with matrix factorization for collaborative filtering
A ranking approach, ListRank-MF, is proposed for collaborative filtering that combines a list-wise learning-to-rank algorithm with matrix factorization (MF). A ranked list of item...
Yue Shi, Martha Larson, Alan Hanjalic