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100

WWW
2010
ACM

222views Internet Technology» more WWW 2010»

LINKREC: a unified framework for link recommendation with user attributes and graph structure

14 years 12 months ago

With the phenomenal success of networking sites (e.g., Facebook, Twitter and LinkedIn), social networks have drawn substantial attention. On online social networking sites, link r...

Zhijun Yin, Manish Gupta, Tim Weninger, Jiawei Han

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81

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PAMI
2008

139views more PAMI 2008»

A Fast Algorithm for Learning a Ranking Function from Large-Scale Data Sets

14 years 11 months ago

Download www.umiacs.umd.edu

We consider the problem of learning a ranking function that maximizes a generalization of the Wilcoxon-Mann-Whitney statistic on the training data. Relying on an -accurate approxim...

Vikas C. Raykar, Ramani Duraiswami, Balaji Krishna...

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71

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CIKM
2010
Springer

115views Information Technology» more CIKM 2010»

Building recommendation systems using peer-to-peer shared content

14 years 10 months ago

Download www.eng.tau.ac.il

Peer-to-Peer (p2p) networks are used for sharing content by millions of users. Often, meta-data used for searching is missing or wrong, making it diﬃcult for users to ﬁnd cont...

Yuval Shavitt, Ela Weinsberg, Udi Weinsberg

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92

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JMLR
2006

125views more JMLR 2006»

Efficient Learning of Label Ranking by Soft Projections onto Polyhedra

14 years 11 months ago

Download jmlr.csail.mit.edu

We discuss the problem of learning to rank labels from a real valued feedback associated with each label. We cast the feedback as a preferences graph where the nodes of the graph ...

Shai Shalev-Shwartz, Yoram Singer

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74

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PODS
2008
ACM

114views Database» more PODS 2008»

Estimating PageRank on graph streams

15 years 12 months ago

Download www.cc.gatech.edu

Atish Das Sarma, Sreenivas Gollapudi, Rina Panigra...

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