1149 search results - page 83 / 230 » Comparing parameter tuning methods for evolutionary algorith... |
84
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
We present a general Bayesian framework for hyperparameter tuning in L2-regularized supervised learning models. Paradoxically, our algorithm works by first analytically integratin...
140
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
We propose a fast iterative classification algorithm for Kernel Fisher Discriminant (KFD) using heterogeneous kernel models. In contrast with the standard KFD that requires the us...
124
Voted
SAC
2008
ACM
15 years 2 months ago
2008
ACM
Biological populations are dynamic in both space and time, that is, the population size of a species fluctuates across their habitats over time. There are rarely any static or fix...
142
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GECCO
2006
Springer
15 years 6 months ago
2006
Springer
Evolutionary algorithms have successfully been applied to software testing. Not only approaches that search for numeric test data for procedural test objects have been investigate...
136
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COLING
2002
15 years 2 months ago
2002
Extracting sentences that contain important information from a document is a form of text summarization. The technique is the key to the automatic generation of summaries similar ...