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NPL
2006
13 years 7 months ago
2006
Effective backpropagation training of multi-layer perceptrons depends on the incorporation of an appropriate error or objective function. Classification-based (CB) error functions ...
ICANN
2009
Springer
14 years 2 months ago
2009
Springer
Abstract. This paper introduces the application of the feature transformation approach proposed by Torkkola [1] to the domain of image processing. Thereto, we extended the approach...
IWANN
1999
Springer
14 years 1 days ago
1999
Springer
To avoid the curse of dimensionality, function approximators are used in reinforcement learning to learn value functions for individual states. In order to make better use of comp...
WIOPT
2011
IEEE
12 years 11 months ago
2011
IEEE
Abstract—This paper considers the following network computation problem:
ECIR
2011
Springer
12 years 11 months ago
2011
Springer
Adaptation techniques based on importance weighting were shown effective for RankSVM and RankNet, viz., each training instance is assigned a target weight denoting its importance ...