3668 search results - page 536 / 734 » Margin Distribution and Learning |
225
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COLT
2007
Springer
16 years 20 days ago
2007
Springer
Abstract. We study online regret minimization algorithms in a bicriteria setting, examining not only the standard notion of regret to the best expert, but also the regret to the av...
143
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ECML
2007
Springer
16 years 20 days ago
2007
Springer
We describe a novel framework for class noise mitigation that assigns a vector of class membership probabilities to each training instance, and uses the confidence on the current ...
173
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JSSPP
2007
Springer
16 years 19 days ago
2007
Springer
Heterogeneous clusters and grid infrastructures are becoming increasingly popular. In these computing infrastructures, machines have different resources, including memory sizes, d...
171
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LOCA
2007
Springer
16 years 19 days ago
2007
Springer
Abstract. People rapidly learn the capabilities of a new location, without observing every service and product. Instead they map a few observations to familiar clusters of capabili...
169
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MICAI
2007
Springer
16 years 18 days ago
2007
Springer
A problem of supervised approaches for text classification is that they commonly require high-quality training data to construct an accurate classifier. Unfortunately, in many real...