Parametric Simplex Method for Sparse Learning.
Haotian PangHan LiuRobert J. VanderbeiTuo ZhaoPublished in: NIPS (2017)
Keyphrases
- simplex method
- sparse learning
- linear programming
- linear program
- linear fractional
- elastic net
- multi task
- sparse representation
- sparse coding
- column generation
- convergence rate
- primal dual
- relevance vector machine
- feature selection
- learning problems
- interior point methods
- undirected graphical models
- np hard
- machine learning
- natural images
- higher order