1106 search results - page 115 / 222 » On regularization algorithms in learning theory |
205
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KCAP
2011
ACM
14 years 7 months ago
2011
ACM
Some discourse structures such as enumerative structures have typographical, punctuational and laying out characteristics which (1) make them easily identifiable and (2) convey hi...
149
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ICML
2004
IEEE
15 years 10 months ago
2004
IEEE
In this work we consider the task of relaxing the i.i.d assumption in online pattern recognition (or classification), aiming to make existing learning algorithms applicable to a ...
110
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CORR
2010
Springer
14 years 11 months ago
2010
Springer
The concept of effective complexity of an object as the minimal description length of its regularities has been initiated by Gell-Mann and Lloyd. The regularities are modeled by m...
129
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GECCO
2005
Springer
15 years 10 months ago
2005
Springer
The development of the XCS Learning Classifier System has produced a robust and stable implementation that performs competitively in direct-reward environments. Although investig...
146
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MLCW
2005
Springer
15 years 10 months ago
2005
Springer
Textual Entailment recognition is a very difficult task as it is one of the fundamental problems in any semantic theory of natural language. As in many other NLP tasks, Machine Lea...