This video introduces compressed sensing, which is an exciting new branch of applied mathematics, making it possible to reconstruct full images from a random subset of the pixels. There is a ton of beautiful math behind this concept, touching on high-dimensional geometry, robust statistics, and optimization.

Book Website: [ Ссылка ]
Book PDF: [ Ссылка ]

These lectures follow Chapter 3 from:
"Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Brunton and Kutz

Amazon: [ Ссылка ]

Brunton Website: eigensteve.com

This video was produced at the University of Washington

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