Approximate message passing for nonconvex sparse regularization with stability and asymptotic analysis.
Ayaka SakataYingying XuPublished in: CoRR (2017)
Keyphrases
- message passing
- asymptotic analysis
- inference in graphical models
- belief propagation
- fluid model
- distributed systems
- shared memory
- objective function
- sum product algorithm
- junction tree
- convex optimization
- markov random field
- approximate inference
- nonlinear programming
- optimality conditions
- graphical models
- generalized belief propagation
- pairwise
- steady state
- maximum likelihood
- reinforcement learning
- computer vision