11814 search results - page 179 / 2363 » On Generalization by Neural Networks |
IWANN
2007
Springer
15 years 10 months ago
2007
Springer
The residual variance estimation problem is well-known in statistics and machine learning with many applications for example in the field of nonlinear modelling. In this paper, we...
115
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IJCNN
2006
IEEE
15 years 10 months ago
2006
IEEE
— In this paper we present a method of sequential speech enhancement, where we infer clean speech signal using a Rao-Blackwellized particle filter (RBPF), given a noisecontamina...
136
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IJCNN
2006
IEEE
15 years 10 months ago
2006
IEEE
Abstract— Independent subspace analysis (ISA) is a generalization of independent component analysis (ICA), where multidimensional ICA is incorporated with the idea of invariant f...
116
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ICANN
2005
Springer
15 years 10 months ago
2005
Springer
We describe a kernel method which uses the maximization of Onicescu’s informational energy as a criteria for computing the relevances of input features. This adaptive relevance d...
110
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ICANN
2005
Springer
15 years 10 months ago
2005
Springer
We present an approach where we combine attention with value maps for the purpose of acquiring a decision-making policy for multiple concurrent goals. The former component is essen...