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134
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JMLR
2010
14 years 11 months ago
2010
Prior distributions play a crucial role in Bayesian approaches to clustering. Two commonly-used prior distributions are the Dirichlet and Pitman-Yor processes. In this paper, we i...
141
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JMLR
2010
14 years 11 months ago
2010
Feature selection for supervised learning can be greatly improved by making use of the fact that features often come in classes. For example, in gene expression data, the genes wh...
152
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JMLR
2010
14 years 11 months ago
2010
In this paper we address the problem of predicting when the available data is incomplete. We show that changing the generally accepted table-wise view of the sample items into a g...
146
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JORS
2010
14 years 11 months ago
2010
In order to manage model risk, financial institutions need to set up validation processes so as to monitor the quality of the models on an ongoing basis. Validation can be conside...
157
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JSS
2010
14 years 11 months ago
2010
During software development, architecture decisions should be documented so that quality attributes guaranteed by these decisions and required in the software specification could ...