A General Representation Learning Framework with Generalization Performance Guarantees.
Junbiao CuiJianqing LiangQin YueJiye LiangPublished in: ICML (2023)
Keyphrases
- learning algorithm
- active learning
- main contribution
- explanation based generalization
- learning scheme
- learning process
- special case
- learning systems
- learning machines
- conceptual framework
- design principles
- learning frameworks
- visual representation
- learning mechanism
- dynamic bayesian networks
- theoretical framework
- probabilistic model
- reinforcement learning
- machine learning
- inductive learning
- learning tasks
- closely related
- representation scheme
- online learning
- supervised learning
- representation language
- distributed learning
- data representations
- structured representations
- intermediate representations