1837 search results - page 173 / 368 » Learning From Ambiguous Examples |
173
Voted
PKDD
2010
Springer
15 years 4 months ago
2010
Springer
Prior knowledge, in the form of simple advice rules, can greatly speed up convergence in learning algorithms. Online learning methods predict the label of the current point and the...
156
Voted
EUROCOLT
1999
Springer
15 years 10 months ago
1999
Springer
The present paper motivates the study of mind change complexity for learning minimal models of length-bounded logic programs. It establishes ordinal mind change complexity bounds ...
205
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AAAI
2012
13 years 8 months ago
2012
Relation extraction, the process of converting natural language text into structured knowledge, is increasingly important. Most successful techniques use supervised machine learni...
146
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ML
2002
ACM
15 years 5 months ago
2002
ACM
For two-class datasets, we provide a method for estimating the generalization error of a bag using out-of-bag estimates. In bagging, each predictor (single hypothesis) is learned ...
169
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IADIS
2004
15 years 7 months ago
2004
Operating modern digital environments, as computer software and digital instruments require users to master a large variety of cognitive, motor, sociological, and emotional skills...