Introduction to the Issue on Information-Theoretic Methods in Data Acquisition, Analysis, and Processing.

M. Rodrigues,Helmut Bölcskei,Stark C. Draper,Yonina C. Eldar,Vincent Yan Fu Tan

IEEE Journal of Selected Topics in Signal Processing（2018）

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摘要

The twenty papers that are included in this special section explore applications of information theoretic methods to emerging data science problems. In particular, the papers cover a wide range of topics that can broadly be organized into four themes: (1) data acquisition, (2) data analysis and processing, (3) statistics and machine learning, and (4) privacy and fairness.

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关键词

Special issues and sections,Information theory,Data science,Data acquisition,Machine learning,Signal processing algorithms

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