Asymptotic Analysis of LASSOs Solution Path with Implications for Approximate Message Passing.
Ali MousaviArian MalekiRichard G. BaraniukPublished in: CoRR (2013)
Keyphrases
- message passing
- asymptotic analysis
- solution path
- inference in graphical models
- piecewise linear
- belief propagation
- distributed systems
- fluid model
- loss function
- shared memory
- convex programming
- regularization parameter
- markov random field
- elastic net
- graphical models
- steady state
- computer vision
- image registration
- probabilistic model
- evolutionary algorithm
- pairwise