Numba-accelerated parameter estimation for artificial pancreas applications.
Máté SiketLehel Dénes-FazakasLevente KovácsGyörgy EignerPublished in: SISY (2022)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- markov random field
- statistical models
- random fields
- model selection
- parameter estimation algorithm
- em algorithm
- posterior distribution
- parameter values
- expectation maximization
- maximum likelihood estimation
- structure learning
- parameters estimation
- real world
- model fitting
- parameter estimates
- state space
- approximate inference
- gibbs sampling
- image segmentation