Swept Approximate Message Passing for Sparse Estimation.
Andre ManoelFlorent KrzakalaEric W. TramelLenka ZdeborováPublished in: ICML (2015)
Keyphrases
- message passing
- inference in graphical models
- belief propagation
- probabilistic inference
- shared memory
- markov random field
- approximate inference
- factor graphs
- distributed systems
- sum product algorithm
- sum product
- graphical models
- junction tree
- distributed shared memory
- generalized belief propagation
- least squares
- matrix multiplication
- ldpc codes
- loopy belief propagation
- preprocessing
- higher order
- parameter estimation