MobilePrune: Neural Network Compression via ℓ0 Sparse Group Lasso on the Mobile System.
Yubo ShaoKaikai ZhaoZhiwen CaoZhehao PengXingang PengPan LiYijie WangJianzhu MaPublished in: Sensors (2022)
Keyphrases
- group lasso
- neural network
- variable selection
- regression model
- structured sparsity
- efficient optimization
- multi task
- multiple kernel learning
- low rank
- multi label learning
- multi task learning
- contingency tables
- regularization term
- convex optimization
- mixed norm
- cross validation
- high dimensional
- model selection
- learning tasks
- linear combination
- linear models
- regression problems
- text categorization
- multi class
- machine learning