Practical Recommendations for Replay-Based Continual Learning Methods.
Gabriele MerlinVincenzo LomonacoAndrea CossuAntonio CartaDavide BacciuPublished in: ICIAP Workshops (2022)
Keyphrases
- learning models
- learning systems
- learning process
- discriminative learning
- computational cost
- online learning
- machine learning methods
- practical problems
- recommendation systems
- active learning
- learning analytics
- learning tasks
- empirical studies
- neural nets
- qualitative and quantitative
- background knowledge
- data sets
- supervised learning
- significant improvement
- recommender systems
- training set
- preprocessing
- learning algorithm