Merging Parameter Estimation and Classification Using LASSO.
Le WangYing WangYu QiuMian LiHåkan HjalmarssonPublished in: CoRR (2024)
Keyphrases
- parameter estimation
- model selection
- least squares
- cross validation
- em algorithm
- maximum likelihood
- parameter estimation algorithm
- statistical models
- feature selection
- markov random field
- parameters estimation
- model fitting
- random fields
- sample size
- feature vectors
- three dimensional
- approximate inference
- machine learning
- feature space
- support vector
- regression model
- parameter values
- variable selection
- maximum likelihood estimation
- linear regression
- estimation problems
- graphical models
- support vector machine
- expectation maximization
- state space