1364 search results - page 44 / 273 » Sampling Methods for Unsupervised Learning |
107
Voted
ML
2002
ACM
15 years 1 months ago
2002
ACM
Model selection is an important ingredient of many machine learning algorithms, in particular when the sample size in small, in order to strike the right trade-off between overfitt...
129
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CSL
2010
Springer
15 years 2 months ago
2010
Springer
Meeting summarization provides a concise and informative summary for the lengthy meetings and is an effective tool for efficient information access. In this paper, we focus on ext...
129
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CORR
2002
Springer
15 years 2 months ago
2002
Springer
This paper describes the results of some experiments exploring statistical methods to infer syntactic categories from a raw corpus in an unsupervised fashion. It shares certain po...
102
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CLEF
2008
Springer
15 years 4 months ago
2008
Springer
Many modern natural language processing applications would benefit from automatic morphological analysis of words, especially when dealing with morphologically rich languages. Con...
123
Voted
CVPR
2006
IEEE
16 years 4 months ago
2006
IEEE
In this paper we consider the problem of describing the action being performed by human figures in still images. We will attack this problem using an unsupervised learning approac...