Studying Generalization on Memory-Based Methods in Continual Learning.
Felipe del RíoJulio HurtadoCristian BucAlvaro SotoVincenzo LomonacoPublished in: CoRR (2023)
Keyphrases
- empirical studies
- reinforcement learning
- unsupervised learning
- learning algorithm
- preprocessing
- computational cost
- machine learning methods
- neural nets
- incremental learning
- qualitative and quantitative
- active learning
- significant improvement
- supervised learning
- data sets
- linear regression
- online learning
- learning analytics
- learning models
- learning community
- human experts
- statistical methods
- learning systems
- prior knowledge
- learning process
- decision trees
- machine learning
- neural network