On the Adversarial Robustness of Graph Contrastive Learning Methods.
Filippo GuerrantiZinuo YiAnna StarovoitRafiq KamelSimon GeislerStephan GünnemannPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- learning process
- learning algorithm
- empirical studies
- preprocessing
- significant improvement
- supervised learning
- learned models
- computational cost
- unsupervised learning
- graphical models
- graph theoretical
- discriminative learning
- graph theory
- learning models
- graph matching
- human experts
- machine learning methods
- knowledge acquisition
- data sets
- active learning
- prior knowledge
- machine learning