Formalizing the Generalization-Forgetting Trade-off in Continual Learning.
Krishnan RaghavanPrasanna BalaprakashPublished in: NeurIPS (2021)
Keyphrases
- trade off
- learning process
- learning algorithm
- incremental learning
- learning systems
- concept learning
- supervised learning
- learning problems
- learning tasks
- learning scenarios
- knowledge acquisition
- prior knowledge
- computer programming
- expert systems
- learning community
- explanation based generalization
- online learning
- model selection
- multi class
- domain knowledge
- active learning
- artificial neural networks
- decision trees