Optimization of decentralized random field estimation networks under communication constraints through Monte Carlo methods.
Murat ÜneyMüjdat ÇetinPublished in: Digit. Signal Process. (2014)
Keyphrases
- dynamic programming
- monte carlo methods
- random fields
- parameter estimation
- monte carlo
- markov random field
- random field models
- maximum entropy
- conditional random fields
- bayesian networks
- autoregressive
- simulated annealing
- non stationary
- potential functions
- marginal distributions
- maximum likelihood
- probabilistic model
- model selection
- higher order
- probability distribution