Deterministic convergence analysis via smoothing group Lasso regularization and adaptive momentum for Sigma-Pi-Sigma neural network.
Qian KangQinwei FanJacek M. ZuradaPublished in: Inf. Sci. (2021)
Keyphrases
- convergence analysis
- group lasso
- neural network
- variable selection
- regression model
- efficient optimization
- regularization term
- optimality conditions
- multi task
- multiple kernel learning
- global convergence
- multi task learning
- low rank
- contingency tables
- multi label learning
- model selection
- high dimensional
- pairwise
- approximation methods
- feature selection
- learning algorithm
- genetic algorithm