Parameter estimation with binary observations of input and output signals.
Yanbo LianZhiHao LuoErik WeyerGirish N. NairPublished in: AuCC (2016)
Keyphrases
- parameter estimation
- maximum likelihood
- desired output
- input data
- model selection
- least squares
- control signals
- em algorithm
- parameter estimation algorithm
- random fields
- markov random field
- statistical models
- input variables
- approximate inference
- maximum likelihood estimation
- parameters estimation
- gibbs sampling
- posterior distribution
- structure learning
- parameter values
- model fitting
- expectation maximization
- estimation problems
- machine learning
- graphical models
- color images
- three dimensional