Data-Driven Parameter Estimation for Models with Nonlinear Parameter Dependence.
Ankit GoelDennis S. BernsteinPublished in: CDC (2018)
Keyphrases
- parameter estimation
- data driven
- statistical models
- parameter estimates
- parameter values
- markov random field
- random fields
- model selection
- maximum likelihood
- least squares
- parameters estimation
- model fitting
- em algorithm
- posterior distribution
- estimation problems
- expectation maximization
- parameter estimation algorithm
- structure learning
- maximum likelihood estimation
- markov chain monte carlo
- experimental data
- clustering algorithm
- linear model
- bayesian framework
- gibbs sampling
- parameter space
- position estimation
- machine learning