On the stepwise nature of self-supervised learning.
James B. SimonMaksis KnutinsZiyin LiuDaniel GeiszAbraham J. FettermanJoshua AlbrechtPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- learning process
- learning systems
- active learning
- learning tasks
- knowledge acquisition
- learning scheme
- decision trees
- learning problems
- background knowledge
- inductive inference
- databases
- inductive learning
- learning scenarios
- empirical studies
- online learning
- supervised learning
- expert systems
- multiscale
- training data
- knowledge base
- decision making