3668 search results - page 93 / 734 » Margin Distribution and Learning |
132
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NIPS
2004
15 years 5 months ago
2004
Prediction suffix trees (PST) provide a popular and effective tool for tasks such as compression, classification, and language modeling. In this paper we take a decision theoretic...
168
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HIS
2003
15 years 5 months ago
2003
– Probabilistic Inference Networks are becoming increasingly popular for modeling and reasoning in uncertain domains. In the past few years, many efforts have been made in learni...
146
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CORR
2006
Springer
15 years 4 months ago
2006
Springer
Abstract. Support Vector Machines (SVMs) are well-established Machine Learning (ML) algorithms. They rely on the fact that i) linear learning can be formalized as a well-posed opti...
156
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JMLR
2012
13 years 6 months ago
2012
Often when modeling structured domains, it is desirable to leverage information that is not naturally expressed as simply a label. Examples include knowledge about the evaluation ...
106
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ICALT
2003
IEEE
15 years 9 months ago
2003
IEEE
The different ways in which concepts within computer networks are understood by master level students who take an internationally distributed project-based course have been identi...