Identifying Genetic Risk Factors via Sparse Group Lasso with Group Graph Structure.
Tao YangPaul M. ThompsonSihai ZhaoJieping YePublished in: CoRR (2017)
Keyphrases
- graph structure
- group lasso
- risk factors
- regression model
- variable selection
- efficient optimization
- multiple kernel learning
- multi label learning
- graphical models
- multi task
- contingency tables
- risk assessment
- low rank
- risk management
- regularization term
- statistical methods
- convex optimization
- directed graph
- cross validation
- linear models
- data structure
- tree structure
- data mining
- multi label
- structured data
- maximum likelihood
- high dimensional
- support vector