Convergence of generalized linear coordinate-descent message-passing for quadratic optimization.
Guoqiang ZhangRichard HeusdensPublished in: ISIT (2012)
Keyphrases
- message passing
- quadratic optimization
- generalized linear
- interior point methods
- belief propagation
- regression model
- discriminant analysis
- distributed systems
- autoregressive
- probabilistic inference
- convergence rate
- approximate inference
- convex optimization
- markov random field
- support vector machine
- graphical models
- pairwise
- computer vision
- data sets
- state space
- exponential family
- lower bound
- reinforcement learning