Breaking the curse of dimensional collapse in graph contrastive learning: A whitening perspective.
Yang TaoKai GuoYizhen ZhengShirui PanXiaofeng CaoYi ChangPublished in: Inf. Sci. (2024)
Keyphrases
- learning algorithm
- learning process
- learning systems
- viewpoint
- multi dimensional
- learning tasks
- prior knowledge
- learning scheme
- dimensionality reduction
- random walk
- graph theoretic
- data sets
- inductive inference
- learning community
- high dimensionality
- learning problems
- learning experience
- knowledge acquisition
- supervised learning
- hidden markov models
- reinforcement learning
- decision trees