11910 search results - page 185 / 2382 » Online Learning Algorithms |
96
Voted
ALGORITHMICA
2010
15 years 28 days ago
2010
We present a universal algorithm for the classical online problem of caching or demand paging. We consider the caching problem when the page request sequence is drawn from an unkn...
110
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JMLR
2002
15 years 13 days ago
2002
We construct a framework which allows an algorithm to turn the distributions produced by some boosting algorithms into polynomially smooth distributions (w.r.t. the PAC oracle...
103
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ATAL
2007
Springer
15 years 7 months ago
2007
Springer
In online, dynamic environments, the services requested by consumers may not be readily served by the providers. This requires the service consumers and providers to negotiate the...
110
Voted
KDD
2010
ACM
14 years 11 months ago
2010
ACM
Although tagging has become increasingly popular in online image and video sharing systems, tags are known to be noisy, ambiguous, incomplete and subjective. These factors can ser...
110
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GECCO
2006
Springer
15 years 4 months ago
2006
Springer
This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...