Pathwise Coordinate Optimization for Sparse Learning: Algorithm and Theory.
Tuo ZhaoHan LiuTong ZhangPublished in: CoRR (2014)
Keyphrases
- learning algorithm
- optimization process
- optimization problems
- global optimization
- high dimensional
- general theory
- theoretical basis
- theoretical framework
- machine learning algorithms
- training samples
- constrained optimization
- joint optimization
- learning tasks
- linear combination
- learning scheme
- supervised learning
- active learning