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» Learning to learn with the informative vector machine
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ICML
2009
IEEE
16 years 5 months ago
Interactively optimizing information retrieval systems as a dueling bandits problem
We present an on-line learning framework tailored towards real-time learning from observed user behavior in search engines and other information retrieval systems. In particular, ...
Yisong Yue, Thorsten Joachims
CIKM
2005
Springer
15 years 10 months ago
Information retrieval and machine learning for probabilistic schema matching
Schema matching is the problem of finding correspondences (mapping rules, e.g. logical formulae) between heterogeneous schemas e.g. in the data exchange domain, or for distribute...
Henrik Nottelmann, Umberto Straccia
CICLING
2005
Springer
15 years 10 months ago
A Machine Learning Approach to Information Extraction
Information extraction is concerned with applying natural language processing to automatically extract the essential details from text documents. A great disadvantage of current ap...
Alberto Téllez-Valero, Manuel Montes-y-G&oa...
IUI
2000
ACM
15 years 8 months ago
A learning agent for wireless news access
We describe a user interface for wireless information devices, specifically designed to facilitate learning about users’ individual interests in daily news stories. User feedbac...
Daniel Billsus, Michael J. Pazzani, James Chen
SCIE
1997
Springer
15 years 8 months ago
Machine Learning for Information Extraction
Filippo Neri, Lorenza Saitta