On the convergence of approximate message passing with arbitrary matrices.
Sundeep RanganPhilip SchniterAlyson K. FletcherPublished in: ISIT (2014)
Keyphrases
- message passing
- inference in graphical models
- matrix multiplication
- belief propagation
- distributed systems
- shared memory
- approximate inference
- probabilistic inference
- factor graphs
- singly connected
- markov random field
- distributed shared memory
- sum product algorithm
- junction tree
- ldpc codes
- sum product
- graphical models
- energy function
- influence diagrams
- pairwise
- energy minimization
- graph cuts
- higher order