Parameter Estimation in Biochemical Models Using Marginal Probabilities.
Kannon HossainRoger B. SidjePublished in: SDSC (2023)
Keyphrases
- parameter estimation
- statistical models
- model selection
- random fields
- maximum likelihood
- em algorithm
- markov random field
- least squares
- parameter estimates
- loopy belief propagation
- approximate inference
- maximum likelihood estimation
- expectation maximization
- experimental data
- parameter estimation algorithm
- posterior distribution
- image processing
- marginal probabilities
- graphical models
- computer vision
- probabilistic inference
- structure learning
- markov chain monte carlo
- similarity measure