Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation.
Jean BarbierNicolas MacrisMohamad DiaFlorent KrzakalaPublished in: CoRR (2017)
Keyphrases
- message passing
- mutual information
- inference in graphical models
- generalized belief propagation
- belief propagation
- distributed systems
- image registration
- factor graphs
- approximate inference
- shared memory
- similarity measure
- markov random field
- information theoretic
- probabilistic inference
- distributed shared memory
- junction tree
- optimal solution
- sum product algorithm
- dual decomposition
- parameter estimation
- graph cuts
- graphical models
- sum product
- feature selection
- three dimensional
- free energy
- loopy belief propagation
- ldpc codes
- least squares
- high quality