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Browse Research and Tech Reports - Computer Science by Author "Jindal, Prateek"

  • Jindal, Prateek; Roth, Dan; Gunter, Carl A. (2013-09-24)
    Recent US government initiatives have led to wide adoption of Electronic Health Records (EHRs). More and more health care institutions are storing patients' data in an electronic format. This emerging practice is posing ...

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  • Jindal, Prateek; Hockenmaier, Julia; Kale, Laxmikant V. (2013-12-04)
    Topic modeling algorithms (like Latent Dirichlet Allocation) tend to be very slow when run over large document collections. In this presentation, we discuss distributed strategies for topic modeling. We use Charm++ as our ...

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    application/pdfPDF (310kB)
  • Jindal, Prateek; Roth, Dan; Kale, Laxmikant V. (2013-12-04)
    Parallel programming is becoming increasingly popular. Computers have increasingly many cores (processors). Also, large computer-clusters are becoming available. But there is still no good programming framework for these ...

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    application/pdfPDF (626kB)
  • Jindal, Prateek; Roth, Dan; Kale, Laxmikant V. (2013-12-04)
    SVMs have been used for long for data classification. While solving very large problems, one may encounter hundreds of thousands of features and a large number of training vectors. A natural solution to solving problems ...

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    application/pdfPDF (4MB)