4080 search results - page 674 / 816 » The rebirth of neural networks |
179
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ICANN
2009
Springer
15 years 11 months ago
2009
Springer
Abstract. Many applications of machine learning involve sparse highdimensional data, where the number of input features is (much) larger than the number of data samples, d n. Predi...
170
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IWANN
2009
Springer
15 years 11 months ago
2009
Springer
This article presents a distributed agent-based architecture that can process the visual information obtained by stereoscopic cameras. The system is embedded within a global projec...
162
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AE
2001
Springer
15 years 11 months ago
2001
Springer
This paper presents the evolving objects library (EOlib), an object-oriented framework for evolutionary computation (EC) that aims to provide a flexible set of classes to build EC...
174
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COLT
2001
Springer
15 years 11 months ago
2001
Springer
We investigate the use of certain data-dependent estimates of the complexity of a function class, called Rademacher and Gaussian complexities. In a decision theoretic setting, we ...
149
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MLDM
2001
Springer
15 years 11 months ago
2001
Springer
Abstract. This paper proposes a general local learning framework to effectively alleviate the complexities of classifier design by means of “divide and conquer” principle and ...