On the Convergence of Continual Learning with Adaptive Methods.
Seungyub HanYeongmo KimTaehyun ChoJungwoo LeePublished in: UAI (2023)
Keyphrases
- empirical studies
- reinforcement learning
- significant improvement
- incremental learning
- learning algorithm
- preprocessing
- learning process
- learning models
- learning problems
- online learning
- learning tasks
- machine learning methods
- statistical methods
- optimization methods
- qualitative and quantitative
- knowledge acquisition
- discriminative learning
- data sets
- supervised learning
- computational cost
- machine learning