5860 search results - page 733 / 1172 » Learning and Domain Adaptation |
230
Voted
CISSE
2008
Springer
15 years 9 months ago
2008
Springer
We live in the information age, where the amount of data readily available already overwhelms our capacity to analyze and absorb it without help from our machines. In particular, ...
193
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IJCAI
2007
15 years 9 months ago
2007
Occam’s razor is the principle that, given two hypotheses consistent with the observed data, the simpler one should be preferred. Many machine learning algorithms follow this pr...
211
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IJCAI
1993
15 years 9 months ago
1993
In this paper we present an average-case analysis of the nearest neighbor algorithm, a simple induction method that has been studied by manyresearchers. Our analysis assumes a con...
248
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EMNLP
2008
15 years 8 months ago
2008
One major bottleneck in conversational systems is their incapability in interpreting unexpected user language inputs such as out-ofvocabulary words. To overcome this problem, conv...
157
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CVPR
2010
IEEE
15 years 8 months ago
2010
IEEE
We propose an approach to find and describe objects within broad domains. We introduce a new dataset that provides annotation for sharing models of appearance and correlation acr...