Qualitative and quantitative enhancement of parameter estimation for model-based diagnostics using automatic differentiation with an application to inertial fusion.
A L. MilderArchis S. JoglekarWojciech RozmusDustin H. FroulaPublished in: Mach. Learn. Sci. Technol. (2024)
Keyphrases
- parameter estimation
- qualitative and quantitative
- maximum likelihood
- quantitative and qualitative
- model selection
- least squares
- temporal reasoning
- em algorithm
- markov random field
- parameter estimation algorithm
- random fields
- statistical models
- qualitative information
- maximum likelihood estimation
- estimation problems
- posterior distribution
- data fusion
- physical systems
- expectation maximization
- image processing
- sensor fusion
- data mining
- bayesian model selection
- parameter values
- dynamic model
- information fusion
- image segmentation
- multi sensor
- probability distribution
- optical flow