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146
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JMLR
2012
13 years 4 months ago
Random Search for Hyper-Parameter Optimization
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 ...
James Bergstra, Yoshua Bengio
184
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Book
639views
16 years 12 months ago
Making TeX Work
"TeX is a tool for creating professional quality, typeset pages of any kind. It is particularly good, perhaps unsurpassed, at typesetting mathematics ; as a result, it is wide...
NormanWalsh
JPDC
2008
167views more  JPDC 2008»
15 years 2 months ago
A performance study of general-purpose applications on graphics processors using CUDA
Graphics processors (GPUs) provide a vast number of simple, data-parallel, deeply multithreaded cores and high memory bandwidths. GPU architectures are becoming increasingly progr...
Shuai Che, Michael Boyer, Jiayuan Meng, David Tarj...
BIRTHDAY
2005
Springer
15 years 7 months ago
Towards MultiMedia Instruction in Safe and Secure Systems
Abstract. The aim of the MMiSS project is the construction of a multimedia Internet-based adaptive educational system. Its content will initially cover a whole curriculum in the ar...
Bernd Krieg-Brückner
IWAN
1999
Springer
15 years 6 months ago
Policy Specification for Programmable Networks
There is a need to be able to program network components to adapt to application requirements for quality of service, specialised application dependent routing, to increase effici...
Morris Sloman, Emil Lupu