SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation.
Jun XiaLirong WuJintao ChenBozhen HuStan Z. LiPublished in: CoRR (2022)
Keyphrases
- data sets
- learning process
- synthetic data
- prior knowledge
- learning systems
- data analysis
- data collection
- image data
- training data
- original data
- hidden variables
- active learning
- end users
- data processing
- raw data
- learning models
- graph representation
- database
- decision trees
- reinforcement learning
- data points
- background knowledge
- learning algorithm
- metadata
- graph theory
- high quality
- human experts
- data distribution
- data structure
- learning environment
- high dimensional data
- computer systems
- training set
- probability distribution
- online learning