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Compressed Sensing: Mathematical Formulation

51.8K views
Oct 9, 2020
11:06

This video introduces the mathematical theory of compressed sensing, related to high-dimensional geometry, robust statistics, and optimization. Book Website: http://databookuw.com Book PDF: http://databookuw.com/databook.pdf These lectures follow Chapter 3 from: "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Brunton and Kutz Amazon: https://www.amazon.com/Data-Driven-Science-Engineering-Learning-Dynamical/dp/1108422098/ Brunton Website: eigensteve.com This video was produced at the University of Washington

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