193 search results - page 7 / 39 » Approximate Maximum Parsimony and Ancestral Maximum Likeliho... |
DSMML
2004
Springer
15 years 2 months ago
2004
Springer
We investigate theoretically some properties of variational Bayes approximations based on estimating the mixing coefficients of known densities. We show that, with probability 1 a...
CSDA
2006
14 years 10 months ago
2006
Fitting of non-Gaussian hierarchical random effects models by approximate maximum likelihood can be made automatic to the same extent that Bayesian model fitting can be automated ...
CIMCA
2005
IEEE
15 years 4 months 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 ...
SAC
2012
ACM
13 years 5 months ago
2012
ACM
Data cloning method is a new computational tool for computing maximum likelihood estimates in complex statistical models such as mixed models. This method is synthesized with inte...
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DAGM
2008
Springer
15 years 3 days ago
2008
Springer
We investigate maximum likelihood parameter learning in Conditional Random Fields (CRF) and present an empirical study of pseudo-likelihood (PL) based approximations of the paramet...