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ICML
2010
IEEE
15 years 25 days ago
Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences
This paper studies the problem of learning from ambiguous supervision, focusing on the task of learning semantic correspondences. A learning problem is said to be ambiguously supe...
Antoine Bordes, Nicolas Usunier, Jason Weston
ICMCS
2007
IEEE
84views Multimedia» more  ICMCS 2007»
15 years 6 months ago
Ranking with Uncertain Labels
Shuicheng Yan, Huan Wang, Thomas S. Huang, Qiong Y...
73
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SIGIR
2008
ACM
14 years 11 months ago
A boosting algorithm for learning bipartite ranking functions with partially labeled data
Massih-Reza Amini, Tuong-Vinh Truong, Cyril Goutte
SIGIR
2012
ACM
13 years 2 months ago
Learning to suggest: a machine learning framework for ranking query suggestions
We consider the task of suggesting related queries to users after they issue their initial query to a web search engine. We propose a machine learning approach to learn the probab...
Umut Ozertem, Olivier Chapelle, Pinar Donmez, Emre...
IJCAI
2003
15 years 1 months ago
A Learning Algorithm for Web Page Scoring Systems
Hyperlink analysis is a successful approach to define algorithms which compute the relevance of a document on the basis of the citation graph. In this paper we propose a technique...
Michelangelo Diligenti, Marco Gori, Marco Maggini