Unifying Importance Based Regularisation Methods for Continual Learning.
Frederik BenzingPublished in: AISTATS (2022)
Keyphrases
- learning process
- learning algorithm
- learning systems
- learning models
- human experts
- learning tasks
- reinforcement learning
- benchmark datasets
- machine learning
- incremental learning
- machine learning methods
- empirical studies
- online learning
- significant improvement
- bayesian networks
- data sets
- learning community
- learning scheme
- qualitative and quantitative
- inductive inference
- discriminative learning
- learning experience
- unsupervised learning
- computational cost
- active learning
- prior knowledge
- case study