Domain-Aware Augmentations for Unsupervised Online General Continual Learning.
Nicolas MichelRomain NegrelGiovanni ChierchiaJean-François BercherPublished in: CoRR (2023)
Keyphrases
- online learning
- learning algorithm
- special case
- reinforcement learning
- domain specific
- online training
- learning process
- supervised learning
- feature hierarchies
- unsupervised manner
- decision theoretic
- learning scheme
- learning tasks
- domain independent
- unsupervised learning
- case study
- knowledge acquisition
- probabilistic model
- learning problems
- learning analytics
- blended learning
- prior knowledge
- domain adaptation
- hybrid learning
- decision trees
- domain dependent
- knowledge base
- data sets