Biological Models' Parameter Estimation Based on Discrete Measurements and Adjoint Sensitivity Analysis.
Krzysztof FujarewiczKrzysztof LakomiecPublished in: KKA (2020)
Keyphrases
- parameter estimation
- sensitivity analysis
- statistical models
- random fields
- model selection
- least squares
- maximum likelihood
- em algorithm
- managerial insights
- model fitting
- markov random field
- influence diagrams
- parameter estimation algorithm
- expectation maximization
- parameter values
- posterior distribution
- parameter estimates
- estimation problems
- structure learning
- decision variables
- probabilistic model
- approximate inference
- special case
- optical flow
- bayesian networks
- three dimensional
- feature selection