Symbolic-Numeric Parameter Estimation Software Package in Julia.
Soo GoHoon HongIlia IlmerAlexey OvchinnikovPedro SotoChee YapPublished in: CoRR (2023)
Keyphrases
- software package
- parameter estimation
- symbolic data
- open source
- numeric attributes
- least squares
- maximum likelihood
- markov random field
- user friendly
- software packages
- em algorithm
- statistical models
- random fields
- posterior distribution
- model selection
- approximate inference
- parameter estimation algorithm
- parameter values
- expectation maximization
- model fitting
- structure learning
- maximum likelihood estimation
- parameter estimates
- estimation problems
- cross platform
- position estimation
- higher order
- command line
- image segmentation
- data mining