1474 search results - page 86 / 295 » Using Machine Learning to Focus Iterative Optimization |
124
Voted
INFOCOM
2007
IEEE
15 years 9 months ago
2007
IEEE
— By posing the problem of bandwidth allocation as a constrained maximization problem, it is possible to study various features of optimal bandwidth allocation, and hence the cap...
132
Voted
COLT
2010
Springer
15 years 23 days ago
2010
Springer
Multiarmed bandit problem is a typical example of a dilemma between exploration and exploitation in reinforcement learning. This problem is expressed as a model of a gambler playi...
128
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CEAS
2006
Springer
15 years 6 months ago
2006
Springer
One of the biggest challenges in building effective anti-spam solutions is designing systems to defend against the everevolving bag of tricks spammers use to defeat them. Because ...
128
Voted
KDD
2002
ACM
16 years 3 months ago
2002
ACM
This paper presents an approach to automatically optimizing the retrieval quality of search engines using clickthrough data. Intuitively, a good information retrieval system shoul...
129
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ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We present the first temporal-difference learning algorithm for off-policy control with unrestricted linear function approximation whose per-time-step complexity is linear in the ...