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Publications [#258001] of David B. Dunson

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Papers Published

  1. Carin, L; Baraniuk, R; Cevher, V; Dunson, D; Jordan, M; Sapiro, G; Wakin, M, Learning low-dimensional signal models, IEEE Signal Processing Magazine, vol. 28 no. 2 (2011), pp. 39-51, ISSN 1053-5888 [doi]
    (last updated on 2017/12/11)

    Abstract:
    Sampling, coding, and streaming even the most essential data, e.g., in medical imaging and weather-monitoring applications, produce a data deluge that severely stresses the available analog-to-digital converter, communication bandwidth, and digital-storage resources. Surprisingly, while the ambient data dimension is large in many problems, the relevant information in the data can reside in a much lower dimensional space. © 2006 IEEE.

 

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Mathematics Department
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