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152
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JMLR
2012
13 years 5 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 ...
199
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JMLR
2012
13 years 5 months ago
2012
We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
141
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IPPS
2009
IEEE
15 years 9 months ago
2009
IEEE
We introduce the coupled placement problem for modern data centers spanning placement of application computation and data among available server and storage resources. While the t...
131
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HPDC
1996
IEEE
15 years 7 months ago
1996
IEEE
' The coming of giga-bit networks makes possible the realization ofa single nationwide virtual computer comprised of a variety of geographically distributed highpe6ormance mac...
119
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RECOMB
2001
Springer
16 years 3 months ago
2001
Springer
A method is presented that uses b-strand interactions to predict the parallel right-handed b-helix super-secondary structural motif in protein sequences. A program called BetaWrap...