1106 search results - page 64 / 222 » On regularization algorithms in learning theory |
160
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COLT
2006
Springer
15 years 8 months ago
2006
Springer
We describe a new approach for understanding the difficulty of designing efficient learning algorithms. We prove that the existence of an efficient learning algorithm for a circui...
134
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ICML
2009
IEEE
16 years 5 months ago
2009
IEEE
In this paper, we present a robust feature extraction framework based on informationtheoretic learning. Its formulated objective aims at simultaneously maximizing the Renyi's...
128
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AIMS
2007
Springer
15 years 11 months ago
2007
Springer
Abstract. We discuss an approach to reducing the number of events accepted by anomaly detection systems, based on alternative schemes for interest-ranking. The basic assumption is ...
152
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FMSD
2008
15 years 5 months ago
2008
Abstract Compositional reasoning aims to improve scalability of verification tools by reducing the original verification task into subproblems. The simplification is typically base...
139
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ICDM
2003
IEEE
15 years 10 months ago
2003
IEEE
The Support Vector Machine (SVM) solution corresponds to the centre of the largest sphere inscribed in version space. Alternative approaches like Bayesian Point Machines (BPM) and...