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158
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JMLR
2012
13 years 6 months ago
2012
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
127
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ICC
2008
IEEE
15 years 10 months ago
2008
IEEE
— Ultra-wideband (UWB) technology is expected to provide high data rate services for future wireless personal area networks (WPANs). The WiMedia Alliance recently has launched it...
143
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INFOCOM
2007
IEEE
15 years 10 months ago
2007
IEEE
— Consider a generic data unit of random size L that needs to be transmitted over a channel of unit capacity. The channel dynamics is modeled as an on-off process {(Ai, Ui)}i≥1...
151
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UML
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. Current trends in software development show a move towards supporting autonomous components (agents). The accurate timing of interactions between such components is growi...
145
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TACAS
1998
Springer
15 years 7 months ago
1998
Springer
In this paper, we report on an application of the validation and veri cation tool kit Uppaal in the design and analysis of a prototype gear controller, carried out in a joint proje...