2218 search results - page 224 / 444 » Bayesian Treed Models |
146
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ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
We consider the problem of multi-task learning, that is, learning multiple related functions. Our approach is based on a hierarchical Bayesian framework, that exploits the equival...
131
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GCB
2004
Springer
15 years 9 months ago
2004
Springer
: The prediction of transcription factor binding sites is an important problem, since it reveals information about the transcriptional regulation of genes. A commonly used represen...
111
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CONTEXT
2001
Springer
15 years 8 months ago
2001
Springer
We develop a probabilistic criterion for belief expansion that is sensitive to the degree of contextual fit of the new information to our belief set as well as to the reliability...
148
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SDM
2004
SIAM
15 years 5 months ago
2004
SIAM
This paper presents a method of generating Mercer Kernels from an ensemble of probabilistic mixture models, where each mixture model is generated from a Bayesian mixture density e...
120
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COGSCI
2008
15 years 4 months ago
2008
We propose a new model of human concept learning that provides a rational analysis for learning of feature-based concepts. This model is built upon Bayesian inference for a gramma...