1880 search results - page 82 / 376 » Robust Learning - Rich and Poor |
119
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COLCOM
2005
IEEE
15 years 7 months ago
2005
IEEE
— In this paper, we show experimentally that learning filters are able to classify large corpora of spam and legitimate email messages with a high degree of accuracy. The corpor...
135
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AIRS
2006
Springer
15 years 5 months ago
2006
Springer
Automatic text chunking is a task which aims to recognize phrase structures in natural language text. It is the key technology of knowledge-based system where phrase structures pro...
167
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NIPS
2001
15 years 3 months ago
2001
This paper develops a new approach for extremely fast detection in domains where the distribution of positive and negative examples is highly skewed (e.g. face detection or databa...
111
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ICASSP
2010
IEEE
15 years 2 months ago
2010
IEEE
We recently proposed a new algorithm to perform acoustic model adaptation to noisy environments called Linear Spline Interpolation (LSI). In this method, the nonlinear relationshi...
137
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AMAI
2005
Springer
15 years 1 months ago
2005
Springer
Abstract. This paper is concerned with the reliable inference of optimal treeapproximations to the dependency structure of an unknown distribution generating data. The traditional ...