Two-Phase Dynamics of Interactions Explains the Starting Point of a DNN Learning Over-Fitted Features.
Junpeng ZhangQing LiLiang LinQuanshi ZhangPublished in: CoRR (2024)
Keyphrases
- starting point
- learning process
- learning algorithm
- learning problems
- feature hierarchies
- supervised learning
- learning tasks
- prior knowledge
- feature vectors
- feature construction
- reinforcement learning
- knowledge acquisition
- learning systems
- inductive inference
- learning models
- dynamic model
- recurrent networks
- selecting features
- image classification
- background knowledge
- neural network
- classification accuracy
- low level
- active learning
- training data
- decision trees
- machine learning