Component-based construction of bio-pathway models: The parameter estimation problem.
Geoffrey KohDavid HsuP. S. ThiagarajanPublished in: Theor. Comput. Sci. (2011)
Keyphrases
- parameter estimation
- statistical models
- model selection
- maximum likelihood
- random fields
- least squares
- em algorithm
- expectation maximization
- markov random field
- model fitting
- maximum likelihood estimation
- posterior distribution
- parameter estimation algorithm
- estimation problems
- approximate inference
- parameter values
- computer vision
- markov chain monte carlo
- parameter learning
- parameter estimates
- machine learning
- structure learning
- probabilistic model
- parameters estimation