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156
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HIPC
2004
Springer
15 years 11 months ago
2004
Springer
In this paper, we present a system capable of improving the I/O performance in an automatic way. This system is able to learn the behavior of the applications running on top and ļ¬...
163
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UM
2009
Springer
16 years 25 days ago
2009
Springer
Abstract. Recent sensor technologies have enabled the capture of usersā behavior data. Given the large amount of data currently available from sensor-equipped environments, it is...
175
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MCS
2009
Springer
16 years 1 months ago
2009
Springer
There are a variety of methods for inducing predictive systems from observed data. Many of these methods fall into the ļ¬eld of study of machine learning. Some of the most eļ¬ec...
187
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COLT
2006
Springer
15 years 10 months ago
2006
Springer
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
176
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ML
2007
ACM
15 years 5 months ago
2007
ACM
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...