Group variable selection and parameter estimation via Group Berhu method.
Jian-Wei LiuLipeng CuiXiong-Lin LuoPublished in: ICMLC (2017)
Keyphrases
- parameter estimation
- model selection
- variable selection
- cross validation
- maximum likelihood
- em algorithm
- least squares
- ls svm
- similarity measure
- unsupervised learning
- linear models
- dimension reduction
- model fitting
- expectation maximization
- clustering method
- support vector machine
- random fields
- pairwise
- gaussian process
- input variables
- machine learning
- data sets