56 search results - page 8 / 12 » New Transfer Learning Techniques for Disparate Label Sets |
130
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HAIS
2010
Springer
14 years 10 months ago
2010
Springer
In this article, we describe a feature selection algorithm which can automatically find relevant features for multiple instance learning. Multiple instance learning is considered a...
SIGIR
2010
ACM
15 years 3 months ago
2010
ACM
We investigate the problem of learning document classifiers in a multilingual setting, from collections where labels are only partially available. We address this problem in the ...
122
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JASIS
2006
15 years 5 days ago
2006
Genre or style analysis can be used to improve results achieved using standard IR techniques. A genre class is a group of documents that are written in a similar style. Genre clas...
117
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JMLR
2010
14 years 7 months ago
2010
In this paper we learn a dissimilarity measure for categorical data, for effective classification of the data points. Each categorical feature (with values taken from a finite set...
103
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ATAL
2007
Springer
15 years 6 months ago
2007
Springer
To cope with large scale, agents are usually organized in a network such that an agent interacts only with its immediate neighbors in the network. Reinforcement learning technique...