Sparse estimation via lower-order penalty optimization methods in high-dimensional linear regression.
Xin LiYaohua HuChong LiXiaoqi YangTianzi JiangPublished in: J. Glob. Optim. (2023)
Keyphrases
- optimization methods
- linear regression
- generalized linear models
- lower order
- high dimensional
- higher order
- optimization problems
- least squares
- objective function
- optimization method
- simulated annealing
- high order
- regression model
- nonlinear regression
- logistic regression
- linear models
- feature space
- neural network
- evolutionary algorithm
- computational complexity
- video sequences
- linear classifiers
- genetic algorithm