Lecture: A mathematical introduction to Compressed Sensing

Language: English or German, as the audience requests.

Content: This lecture covers basic concepts

The content of the lecture is targeted at students of mathematics and scientific computing with a long-term interest in mathematical imaging, to prepare them for more advanced topics closer to research.

Prerequisites: All proofs are elementary and only require knowledge from the mandatory undegraduate courses on analysis, linear algebra and probabilities. Basic tools from convex optimization will be provided.

Registration: If you wish to attend the lecture and the exercises, please sign up using MÜSLI.

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Lecture Notes