111 search results - page 5 / 23 » Perspectives on Sparse Bayesian Learning |
137
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ICASSP
2011
IEEE
14 years 6 months ago
2011
IEEE
In this work a new online learning algorithm that uses automatic relevance determination (ARD) is proposed for fast adaptive nonlinear filtering. A sequential decision rule for i...
135
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ICASSP
2011
IEEE
14 years 6 months ago
2011
IEEE
In this work a new adaptive fast variational sparse Bayesian learning (V-SBL) algorithm is proposed that is a variational counterpart of the fast marginal likelihood maximization ...
166
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BMCBI
2011
14 years 6 months ago
2011
Background: Protein secondary structure prediction provides insight into protein function and is a valuable preliminary step for predicting the 3D structure of a protein. Dynamic ...
JMLR
2010
14 years 9 months ago
2010
122
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JGO
2010
15 years 1 months ago
2010
Both optimization and learning play important roles in a system for intelligent tasks. On one hand, we introduce three types of optimization tasks studied in the machine learning l...