161 search results - page 4 / 33 » Inferring Mixtures of Markov Chains |
KI
2010
Springer
14 years 10 months ago
2010
Springer
The key task in probabilistic reasoning is to appropriately update one’s beliefs as one obtains new information in the form of evidence. In many application settings, however, th...
105
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AAAI
2004
15 years 1 months ago
2004
Based on the probabilistic reformulation of principal component analysis (PCA), we consider the problem of determining the number of principal components as a model selection prob...
BIOINFORMATICS
2008
14 years 12 months ago
2008
110
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KDD
2004
ACM
15 years 5 months ago
2004
ACM
Mark-recapture models have for many years been used to estimate the unknown sizes of animal and bird populations. In this article we adapt a finite mixture mark-recapture model i...
ICML
2005
IEEE
16 years 16 days ago
2005
IEEE
This paper concerns the experimental assessment of tempering as a technique for improving Bayesian inference for C&RT models. Full Bayesian inference requires the computation ...