3050 search results - page 367 / 610 » On-line Algorithms in Machine Learning |
142
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GECCO
2003
Springer
15 years 11 months ago
2003
Springer
The development of the XCS Learning Classifier System [26] has produced a stable implementation, able to consistently identify the accurate and optimally general population of cla...
148
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ALT
2003
Springer
16 years 3 months ago
2003
Springer
An algorithm for learning a subclass of erasing regular pattern languages is presented. On extended regular pattern languages generated by patterns π of the form x0α1x1 . . . α...
162
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KDD
2009
ACM
16 years 6 months ago
2009
ACM
Labeling text data is quite time-consuming but essential for automatic text classification. Especially, manually creating multiple labels for each document may become impractical ...
135
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COLT
2004
Springer
15 years 11 months ago
2004
Springer
We give the first polynomial time prediction strategy for any PAC-learnable class C that probabilistically predicts the target with mistake probability poly(log(t)) t = ˜O 1 t w...
160
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IJCAI
2003
15 years 7 months ago
2003
We present an approximate policy iteration algorithm that uses rollouts to estimate the value of each action under a given policy in a subset of states and a classifier to general...