Generalized Approximate Message Passing for Unlimited Sampling of Sparse Signals.
Osman MusaPeter JungNorbert GoertzPublished in: GlobalSIP (2018)
Keyphrases
- message passing
- inference in graphical models
- belief propagation
- distributed systems
- probabilistic inference
- shared memory
- sparse representation
- distributed shared memory
- factor graphs
- junction tree
- markov random field
- sum product algorithm
- random sampling
- markov chain monte carlo
- ldpc codes
- sum product
- monte carlo
- approximate inference
- graph cuts
- parallel processing
- generalized belief propagation
- exact and approximate
- matrix multiplication
- max product
- keypoints