Repository totally based on the AMP tutorial provided by the SPHINX team with the contribution of Andre M.
The goal is to play with the notebooks provided by SPHINX team and learn a little bit about Approximated Message Passing algorithms.
- Statistical physics of inference: Thresholds and algorithms, Advances in Physics Volume 65, 2016 - Issue 5, arXiv:1511.02476.
- Statistical physics-based reconstruction in compressed sensing, Phys. Rev. X 2, 021005 (2012), arXiv:1109.4424.
- Probabilistic Reconstruction in Compressed Sensing: Algorithms, Phase Diagrams, and Threshold Achieving Matrices, J. Stat. Mech. (2012) P08009, arXiv:1206.3953.