Towards Understanding Grokking: An Effective Theory of Representation Learning.
Ziming LiuOuail KitouniNiklas NolteEric J. MichaudMax TegmarkMike WilliamsPublished in: CoRR (2022)
Keyphrases
- learning process
- learning algorithm
- cognitive development
- effective learning
- learning tasks
- learning systems
- feature hierarchies
- solving problems
- learning scheme
- knowledge acquisition
- active learning
- neural network
- image classification
- learning community
- prior knowledge
- computer programming
- visual representation
- reinforcement learning
- training data
- genetic algorithm