Learning Instance-wise Sparsity for Accelerating Deep Models.
Chuanjian LiuYunhe WangKai HanChunjing XuChang XuPublished in: IJCAI (2019)
Keyphrases
- learning process
- learning algorithm
- learning models
- prior knowledge
- accurate models
- learning tasks
- deep architectures
- learning rules
- probabilistic model
- learned models
- structured prediction
- knowledge acquisition
- model selection
- high dimensional
- learning problems
- learning scheme
- dynamic bayesian networks
- previously learned
- inductive inference
- statistical models
- learning analytics
- learning scenarios
- learning systems
- unsupervised learning
- online learning
- multi class
- active learning
- learning environment
- reinforcement learning