Effective Model Sparsification by Scheduled Grow-and-Prune Methods.
Xiaolong MaMinghai QinFei SunZejiang HouKun YuanYi XuYanzhi WangYen-Kuang ChenRong JinYuan XiePublished in: ICLR (2022)
Keyphrases
- probabilistic model
- predictive model
- preprocessing
- theoretical analysis
- qualitative and quantitative
- probability distribution
- statistical methods
- linear regression
- theoretical framework
- computational model
- management system
- significant improvement
- prior knowledge
- high level
- mathematical model
- experimental data
- machine learning methods
- neural network
- reconstruction method
- autoregressive
- neural network model
- classification method
- cross validation
- computational cost
- cost function
- similarity measure
- machine learning