Optimal design of dynamic experiments for guaranteed parameter estimation.
Anwesh Reddy Gottu MukkulaRadoslav PaulenPublished in: ACC (2016)
Keyphrases
- parameter estimation
- optimal design
- maximum likelihood
- least squares
- parameter estimation algorithm
- markov random field
- em algorithm
- model selection
- statistical models
- random fields
- model fitting
- maximum likelihood estimation
- parameter values
- parameters estimation
- approximate inference
- expectation maximization
- estimation problems
- structure learning
- parameter estimates
- dynamic environments
- hidden markov models
- gibbs sampling
- water supply
- machine learning
- inductive logic programming
- position estimation
- high dimensional
- computer vision