1131 search results - page 76 / 227 » Generalization Improvement in Multi-Objective Learning |
104
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CE
2008
15 years 15 days ago
2008
Taking advantage of the continuously improving, web-based learning systems plays an important role for self-learning, especially in the case of working people. Nevertheless, learn...
106
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AAMAS
2002
Springer
15 years 8 days ago
2002
Springer
Abstract. Open systems are becoming increasingly important in a variety of distributed, networked computer applications. Their characteristics, such as agent diversity, heterogenei...
102
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TNN
1998
15 years 1 days ago
1998
— In this paper, we perform a complete asymptotic performance analysis of the stochastic approximation algorithm (denoted subspace network learning algorithm) derived from Oja’...
98
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JMLR
2010
14 years 7 months ago
2010
Much recent research has been devoted to learning algorithms for deep architectures such as Deep Belief Networks and stacks of auto-encoder variants, with impressive results obtai...
225
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DAGM
2011
Springer
14 years 6 days ago
2011
Springer
The supervised learning paradigm assumes in general that both training and test data are sampled from the same distribution. When this assumption is violated, we are in the setting...