419 search results - page 13 / 84 » Continuous-Time Belief Propagation |
170
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CIMCA
2005
IEEE
16 years 5 days ago
2005
IEEE
We give a fast and practical algorithm for statistical learning hyperparameters from observable data in probabilistic image processing, which is based on Gaussian graphical model ...
150
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IJCAI
2007
15 years 8 months ago
2007
In this paper we prove that the well-known correspondence between the forward-backward algorithm for hidden Markov models (HMMs) and belief propagation (BP) applied to HMMs can be...
168
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NIPS
2007
15 years 8 months ago
2007
We provide provably privacy-preserving versions of belief propagation, Gibbs sampling, and other local algorithms — distributed multiparty protocols in which each party or verte...
127
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CORR
2006
Springer
15 years 6 months ago
2006
Springer
A sequential updating scheme (SUS) for belief propagation (BP) decoding of LDPC codes over Galois fields, GF
178
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ICIC
2005
Springer
16 years 2 days ago
2005
Springer
Rather than the difficulties of highly non-linear and non-Gaussian observation process and the state distribution in single target tracking, the presence of a large, varying number...