3668 search results - page 153 / 734 » Margin Distribution and Learning |
165
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COLT
2007
Springer
16 years 15 days ago
2007
Springer
We consider on-line density estimation with the multivariate Gaussian distribution. In each of a sequence of trials, the learner must posit a mean µ and covariance Σ; the learner...
216
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
This paper applies affinity propagation (AP) to develop distributed solutions for routing over networks. AP is a message passing algorithm for unsupervised learning. This paper d...
194
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DEBS
2010
ACM
15 years 9 months ago
2010
ACM
An effective means for building Internet-scale distributed applications, and in particular those involving group-based information sharing, is to deploy peer-to-peer overlay netwo...
193
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CVPR
2010
IEEE
15 years 6 months ago
2010
IEEE
This article presents a new method for non-rigid surface registration between a surface model and a surface of an internal organ in a given 3D medical image. The surface is repres...
155
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COLT
2008
Springer
15 years 8 months ago
2008
Springer
Undirected graphs are often used to describe high dimensional distributions. Under sparsity conditions, the graph can be estimated using 1 penalization methods. However, current m...