Part 8: Inverse Problems and Reconstruction
Chapter 42: Message-Passing Algorithms
Advanced~150 min
Learning Objectives
- Implement AMP with proper Onsager correction and soft-thresholding denoiser
- Implement OAMP/VAMP exploiting Kronecker-factored sensing matrices on GPU
- Compare AMP, OAMP, and VAMP against classical methods across problem regimes
Sections
💬 Discussion
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