Sparse model identification and learning for ultra-high-dimensional additive partially linear models.
Xinyi LiLi WangDan NettletonPublished in: J. Multivar. Anal. (2019)
Keyphrases
- decision trees
- linear models
- high dimensional
- additive models
- machine learning
- linear model
- variable selection
- learning algorithm
- prior knowledge
- nonlinear models
- statistical model
- linear regression
- incremental learning
- feature selection
- low dimensional
- input data
- learning tasks
- parameter space
- probabilistic model
- influence diagrams
- data analysis