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158
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JMLR
2006
15 years 4 months ago
2006
While classical kernel-based learning algorithms are based on a single kernel, in practice it is often desirable to use multiple kernels. Lanckriet et al. (2004) considered conic ...
149
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JMLR
2006
15 years 4 months ago
2006
We study the computational and sample complexity of parameter and structure learning in graphical models. Our main result shows that the class of factor graphs with bounded degree...
134
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JMM2
2006
15 years 4 months ago
2006
Change in a speaker's emotion is a fundamental component in human communication. Automatic recognition of spontaneous emotion would significantly impact human-computer interac...
131
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JMM2
2006
15 years 4 months ago
2006
- Rich Site Summary (RSS) technology is a web content syndication format commonly used to organise news and the content of news-like sites. Indeed any information that can be broke...
150
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MANSCI
2008
15 years 4 months ago
2008
Value-at-Risk (VaR) is one of the most widely accepted risk measures in the financial and insurance industries, yet efficient optimization of VaR remains a very difficult problem....