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HIPC
2004
Springer
15 years 6 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¬...
106
Voted
UM
2009
Springer
15 years 7 months 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...
117
Voted
MCS
2009
Springer
15 years 7 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...
120
Voted
COLT
2006
Springer
15 years 4 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...
110
Voted
ML
2007
ACM
15 years 9 days 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...