644 search results - page 26 / 129 » Robust Bayesian Mixture Modelling |
120
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
Semi-supervised learning (SSL), is classification where additional unlabeled data can be used to improve accuracy. Generative approaches are appealing in this situation, as a mode...
127
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AAAI
2007
15 years 3 months ago
2007
Complex networks exist in a wide array of diverse domains, ranging from biology, sociology, and computer science. These real-world networks, while disparate in nature, often compr...
AUSAI
2006
Springer
2006
Springer
MML Mixture Models of Heterogeneous Poisson Processes with Uniform Outliers for Bridge Deterioration
15 years 4 months ago
Effectiveness of maintenance programs of existing concrete bridges is highly dependent on the accuracy of the deterioration parameters utilised in the asset management models of th...
133
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NIPS
2001
15 years 2 months ago
2001
We describe latent Dirichlet allocation (LDA), a generative probabilistic model for collections of discrete data such as text corpora. LDA is a three-level hierarchical Bayesian m...
106
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ACL
2012
13 years 3 months ago
2012
We investigate the problem of acoustic modeling in which prior language-specific knowledge and transcribed data are unavailable. We present an unsupervised model that simultaneou...