926 search results - page 81 / 186 » Outliers and Bayesian Inference |
108
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ECCV
2008
Springer
16 years 25 days ago
2008
Springer
Probabilistic graphical models such as Bayesian Networks have been increasingly applied to many computer vision problems. Accuracy of inferences in such models depends on the quali...
ICPR
2002
IEEE
16 years 1 days ago
2002
IEEE
Classification of real-world data poses a number of challenging problems. Mismatch between classifier models and true data distributions on one hand and the use of approximate inf...
111
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MINENET
2006
ACM
15 years 4 months ago
2006
ACM
When failures occur in Internet overlay connections today, it is difficult for users to determine the root cause of failure. An overlay connection may require TCP connections bet...
NIPS
2008
15 years 11 days ago
2008
With the increased availability of data for complex domains, it is desirable to learn Bayesian network structures that are sufficiently expressive for generalization while at the ...
INFFUS
2010
14 years 9 months ago
2010
This paper introduces design principles for modular Bayesian fusion systems which can (i) cope with large quantities of heterogeneous information and (ii) can adapt to changing co...