2027 search results - page 10 / 406 » Learning and Generalization with the Information Bottleneck |
JCDL
2005
ACM
15 years 3 months ago
2005
ACM
In this paper, we propose a machine learning approach to title extraction from general documents. By general documents, we mean documents that can belong to any one of a number of...
SIGIR
2008
ACM
14 years 9 months ago
2008
ACM
It is difficult to apply machine learning to new domains because often we lack labeled problem instances. In this paper, we provide a solution to this problem that leverages domai...
105
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ICML
2008
IEEE
15 years 10 months ago
2008
IEEE
This paper is concerned with the generalization ability of learning to rank algorithms for information retrieval (IR). We point out that the key for addressing the learning proble...
109
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CORR
2012
Springer
13 years 5 months ago
2012
Springer
We study the problem of learning high dimensional regression models regularized by a structured-sparsity-inducing penalty that encodes prior structural information on either input...
ATAL
2007
Springer
15 years 1 months ago
2007
Springer
Categories and Subject Descriptors Artificial Intelligence Intelligent Agents, Multiagent Systems General Terms Keywords