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» Learnability of Bipartite Ranking Functions
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COLT
2005
Springer
15 years 6 months ago
Learnability of Bipartite Ranking Functions
The problem of ranking, in which the goal is to learn a real-valued ranking function that induces a ranking or ordering over an instance space, has recently gained attention in mac...
Shivani Agarwal, Dan Roth
112
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COLT
2005
Springer
15 years 6 months ago
Stability and Generalization of Bipartite Ranking Algorithms
The problem of ranking, in which the goal is to learn a real-valued ranking function that induces a ranking or ordering over an instance space, has recently gained attention in mac...
Shivani Agarwal, Partha Niyogi
81
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SIGIR
2008
ACM
15 years 29 days ago
A boosting algorithm for learning bipartite ranking functions with partially labeled data
Massih-Reza Amini, Tuong-Vinh Truong, Cyril Goutte
123
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CORR
2012
Springer
195views Education» more  CORR 2012»
13 years 8 months ago
Ranking hubs and authorities using matrix functions
The notions of subgraph centrality and communicability, based on the exponential of the adjacency matrix of the underlying graph, have been effectively used in the analysis of und...
Michele Benzi, Ernesto Estrada, Christine Klymko
KDD
2009
ACM
228views Data Mining» more  KDD 2009»
16 years 1 months ago
A generalized Co-HITS algorithm and its application to bipartite graphs
Recently many data types arising from data mining and Web search applications can be modeled as bipartite graphs. Examples include queries and URLs in query logs, and authors and ...
Hongbo Deng, Michael R. Lyu, Irwin King