1305 search results - page 34 / 261 » An Optimization Algorithm Based on Active and Instance-Based... |
140
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ALT
2010
Springer
15 years 4 months ago
2010
Springer
Online learning and kernel learning are two active research topics in machine learning. Although each of them has been studied extensively, there is a limited effort in addressing ...
111
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NIPS
1997
15 years 3 months ago
1997
This paper describes some of the interactions of model learning algorithms and planning algorithms we have found in exploring model-based reinforcement learning. The paper focuses...
130
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ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
Dual supervision refers to the general setting of learning from both labeled examples as well as labeled features. Labeled features are naturally available in tasks such as text c...
108
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ICAC
2008
IEEE
15 years 9 months ago
2008
IEEE
There is widespread interest today in developing tools that can diagnose the cause of a system failure accurately and efficiently based on monitoring data collected from the syst...
119
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AIME
2009
Springer
15 years 6 months ago
2009
Springer
In this paper, we investigate the role of a biomedical dataset on the classification accuracy of an algorithm. We quantify the complexity of a biomedical dataset using five complex...