988 search results - page 24 / 198 » Learning with Local and Global Consistency |
165
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ACL
2006
15 years 7 months ago
2006
In this paper, we present a method for guessing POS tags of unknown words using local and global information. Although many existing methods use only local information (i.e. limit...
148
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ESAW
2008
Springer
15 years 7 months ago
2008
Springer
Reactive multi-agent systems present global behaviours uneasily linked to their local dynamics. When it comes to controlling such a system, usual analytical tools are difficult to ...
189
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CIA
2007
Springer
16 years 5 days ago
2007
Springer
Abstract. In this paper we compare state-of-the-art multi-agent reinforcement learning algorithms in a wide variety of games. We consider two types of algorithms: value iteration a...
151
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ML
2010
ACM
15 years 4 months ago
2010
ACM
When only a small number of labeled samples are available, supervised dimensionality reduction methods tend to perform poorly due to overfitting. In such cases, unlabeled samples ...
134
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AI
2008
Springer
15 years 6 months ago
2008
Springer
It is known that a tree convex network is globally consistent if it is path consistent. However, if a tree convex network is not path consistent, enforcing path consistency on it ...