This talk is about recent work on new ways to exploit preprocessed views of data tables for tractably solving big statistical queries. |
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Thus our work enables experts in other fields to accurately and tractably mine massive data streams in their area of interest. |
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And if time permits we will discuss the case of sparse high dimensional data and the computational issues in tractably building very large probabilistic models from such data. |
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