Deep Sufficient Representation Learning via Mutual Information.
Siming ZhengYuanyuan LinJian HuangPublished in: CoRR (2022)
Keyphrases
- mutual information
- learning systems
- learning tasks
- case study
- knowledge acquisition
- learning process
- image processing
- image representation
- online learning
- supervised learning
- learning environment
- training set
- training data
- background knowledge
- information theoretic
- learning algorithm
- learning problems
- inductive inference
- qualitative models
- visual representation
- feature hierarchies