354 search results - page 51 / 71 » Recovery Rate of Clustering Algorithms |
108
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CORR
2008
Springer
15 years 3 months ago
2008
Springer
Abstract. We define a novel, basic, unsupervised learning problem learning the the lowest density homogeneous hyperplane separator of an unknown probability distribution. This task...
141
Voted
CORR
2012
Springer
13 years 11 months ago
2012
Springer
We show that the log-likelihood of several probabilistic graphical models is Lipschitz continuous with respect to the p-norm of the parameters. We discuss several implications ...
154
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CIDR
2011
14 years 7 months ago
2011
Hyder supports reads and writes on indexed records within classical multi-step transactions. It is designed to run on a cluster of servers that have shared access to a large pool ...
150
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AUSDM
2007
Springer
15 years 10 months ago
2007
Springer
This paper reports the results of feature reduction in the analysis of a population based dataset for which there were no specific target variables. All attributes were assessed a...
124
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ICIP
2005
IEEE
16 years 5 months ago
2005
IEEE
An efficient algorithm for compression of dynamic time-consistent 3D meshes is presented. Such a sequence of meshes contains a large degree of temporal statistical dependencies tha...