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JMLR
2010
14 years 4 months ago
2010
Some online algorithms for linear classification model the uncertainty in their weights over the course of learning. Modeling the full covariance structure of the weights can prov...
JMLR
2010
14 years 4 months ago
2010
In a typical Genetic Association Study (GAS) several hundreds to millions of genomic variables are measured and tested for association with a given set of a phenotypic variables (...
JMLR
2010
14 years 4 months ago
2010
Reliable estimation of the classification performance of learned predictive models is difficult, when working in the small sample setting. When dealing with biological data it is ...
JMLR
2010
14 years 4 months ago
2010
Huge amounts of legacy documents are being published by on-line digital libraries world wide. However, for these raw digital images to be really useful, they need to be transcribe...
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JMLR
2010
14 years 4 months ago
2010
In this article we present an application of text-analysis technologies to support social science research, in particular the analysis of patterns in news content. We describe a s...