Parameter estimation in exponential models by linear and nonlinear fitting methods.
Ping YangChao-peng WuYilu GuoHong-bo LiuHui HuangHangzhou WangShu-yue ZhanBang-yi TaoQuan-quan MuQiang WangHong SongPublished in: Frontiers Inf. Technol. Electron. Eng. (2017)
Keyphrases
- parameter estimation
- statistical models
- estimation problems
- model fitting
- model selection
- least squares
- random fields
- markov random field
- maximum likelihood
- parameter values
- parameter learning
- markov chain monte carlo
- posterior distribution
- expectation maximization
- gibbs sampling
- structure learning
- probabilistic model
- image segmentation
- approximate inference
- bayesian framework
- linear models
- statistical model