776 search results - page 18 / 156 » Distributed Information Regularization on Graphs |
ALT
2010
Springer
15 years 1 months ago
2010
Springer
We further develop the idea that the PAC-Bayes prior can be informed by the data-generating distribution. We prove sharp bounds for an existing framework of Gibbs algorithms, and ...
107
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JSC
2010
14 years 10 months ago
2010
We examine designs and binary codes associated with the line graph of the n-cube Qn, i.e. the Hamming graph H(n, 2). We find the automorphism groups and the parameters of the cod...
132
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JMLR
2006
15 years 10 days ago
2006
We propose a family of learning algorithms based on a new form of regularization that allows us to exploit the geometry of the marginal distribution. We focus on a semi-supervised...
88
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IPPS
2007
IEEE
15 years 6 months ago
2007
IEEE
Resource scheduling in large-scale, volatile desktop grids is challenging because resource state is both dynamic and eclectic. Matching available resources with requests is not al...
BMCBI
2010
15 years 15 days ago
2010
Background: Extensive and automated data integration in bioinformatics facilitates the construction of large, complex biological networks. However, the challenge lies in the inter...