3381 search results - page 462 / 677 » LEO - DB2's LEarning Optimizer |
188
Voted
ACML
2009
Springer
16 years 20 days ago
2009
Springer
Abstract: Our main contribution is to propose a novel model selection methodology, expectation minimization of information criterion (EMIC). EMIC makes a significant impact on the...
137
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ICASSP
2008
IEEE
16 years 15 days ago
2008
IEEE
The conventional method of generating a basis that is optimally adapted (in MSE) for representation of an ensemble of signals is Principal Component Analysis (PCA). A more ambitio...
197
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COLT
2007
Springer
16 years 7 days ago
2007
Springer
We describe and analyze a new approach for feature ranking in the presence of categorical features with a large number of possible values. It is shown that popular ranking criteria...
153
Voted
ECML
2007
Springer
16 years 7 days ago
2007
Springer
Abstract. The paper investigates modification of backpropagation algorithm, consisting of discretization of neural network weights after each training cycle. This modification, a...
166
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GECCO
2010
Springer
15 years 11 months ago
2010
Springer
This paper proposes an estimation of distribution algorithm (EDA) aiming at addressing globally multimodal problems, i.e., problems that present several global optima. It can be r...