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» Resource Bounded Measure and Learnability
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MM
2004
ACM
106views Multimedia» more  MM 2004»
14 years 1 months ago
Probabilistic delay guarantees using delay distribution measurement
Carriers increasingly differentiate their wide-area connectivity offerings by means of customized services, such as virtual private networks (VPN) with Quality of Service (QoS) g...
Kartik Gopalan, Tzi-cker Chiueh, Yow-Jian Lin
PR
2007
104views more  PR 2007»
13 years 7 months ago
Optimizing resources in model selection for support vector machine
Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
Mathias M. Adankon, Mohamed Cheriet
AINA
2008
IEEE
14 years 2 months ago
Optimal Resource Discovery Paths of Gnutella2
This paper shows that the performance of peer-to-peer resource discovery algorithms is upper bounded by a k-Steiner minimum tree and proposes an algorithm locating near-optimal qu...
Mikko Vapa, Annemari Auvinen, Yevgeniy Ivanchenko,...
INFOCOM
1997
IEEE
13 years 12 months ago
Atomic Resource Sharing in Noncooperative Networks
In noncooperative networks, resources are shared among selfish users, which optimize their individual performance measure. We consider the generic and practically important case o...
Lavy Libman, Ariel Orda
STOC
2001
ACM
104views Algorithms» more  STOC 2001»
14 years 8 months ago
Spatial gossip and resource location protocols
The dynamic behavior of a network in which information is changing continuously over time requires robust and efficient mechanisms for keeping nodes updated about new information. ...
David Kempe, Jon M. Kleinberg, Alan J. Demers