A Statistical Theory of Regularization-Based Continual Learning.
Xuyang ZhaoHuiyuan WangWeiran HuangWei LinPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- learning process
- supervised learning
- learning scheme
- theoretical framework
- learning systems
- statistical models
- knowledge acquisition
- inductive inference
- statistical learning
- background knowledge
- reinforcement learning
- statistical analysis
- online learning
- multi class
- prior knowledge
- learning tasks
- learning problems
- prior information
- learning scenarios
- pairwise
- support vector