Consistent feature selection for neural networks via Adaptive Group Lasso.
Lam Si Tung HoVu C. DinhPublished in: CoRR (2020)
Keyphrases
- neural network
- feature selection
- group lasso
- multi task
- variable selection
- regression model
- text categorization
- multiple kernel learning
- model selection
- machine learning
- efficient optimization
- feature space
- information gain
- contingency tables
- multi task learning
- feature set
- multi class
- feature subset
- learning tasks
- reinforcement learning
- feature extraction
- ensemble learning
- globally optimal
- support vector
- text classification
- support vector machine