7378 search results - page 146 / 1476 » Introduction to Machine Learning |
136
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LFCS
1992
Springer
15 years 8 months ago
1992
Springer
A generator program for a computable function (by definition) generates an infinite sequence of programs all but finitely many of which compute that function. Machine learning of ...
130
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JMLR
2002
15 years 4 months ago
2002
We extend the classical algorithms of Valiant and Haussler for learning compact conjunctions and disjunctions of Boolean attributes to allow features that are constructed from the...
115
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ECML
2003
Springer
15 years 10 months ago
2003
Springer
Abstract. Classical learning algorithms from the fields of artificial neural networks and machine learning, typically, do not take any costs into account or allow only costs depe...
167
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KDD
2006
ACM
16 years 5 months ago
2006
ACM
Kernel machines have been shown as the state-of-the-art learning techniques for classification. In this paper, we propose a novel general framework of learning the Unified Kernel ...
159
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ICALT
2006
IEEE
15 years 10 months ago
2006
IEEE
This position paper shows how several classical methods in adaptive learning can be addressed using IMS Learning Design. After a definition of four main questions to classify adap...