10054 search results - page 452 / 2011 » On the Complexity of Function Learning |
139
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CSDA
2006
15 years 5 months ago
2006
We explore different approaches for performing hypothesis tests on the shape of a mean function by developing general methodologies both, for the often assumed, i.i.d. error struc...
118
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NAACL
2007
15 years 6 months ago
2007
We present a revision learning model for improving the accuracy of a dependency parser. The revision stage corrects the output of the base parser by means of revision rules learne...
164
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AAMAS
2002
Springer
15 years 4 months ago
2002
Springer
In reinforcement learning, an agent tries to learn a policy, i.e., how to select an action in a given state of the environment, so that it maximizes the total amount of reward it ...
113
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CVPR
2005
IEEE
16 years 7 months ago
2005
IEEE
We present and analyze a novel regularization technique based on enhancing our dataset with corrupted copies of our original data. The motivation is that since the learning algori...
120
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ECAI
2000
Springer
15 years 9 months ago
2000
Springer
Abstract. A conceptual framework, whose goal is the improvement of efficiency of machine learning, is presented. The framework is designed in a broader context of problem solver (P...