179
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NN
15 years 3 months ago
2010 Springer 
This study shows that a mixture of RNN experts model can acquire the ability to generate sequences that are combination of multiple primitive patterns by means of self-organizing ...
171
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NN
14 years 11 months ago
2010 Springer
Kernelized LASSO (Least Absolute Selection and Shrinkage Operator) has been investigated in two separate recent papers (Gao et al., 2008) and (Wang et al., 2007). This paper is co...
166
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NN
14 years 11 months ago
2010 Springer 
Appropriately designing sampling policies is highly important for obtaining better control policies in reinforcement learning. In this paper, we first show that the least-squares ...
149
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NN
15 years 3 months ago
2010 Springer
The ratio of two probability density functions is becoming a quantity of interest these days in the machine learning and data mining communities since it can be used for various d...
134
Voted
NN
14 years 11 months ago
2010 Springer  |
Neural Networks