A Framework for Generalizing Graph-based Representation Learning Methods.
Nesreen K. AhmedRyan A. RossiRong ZhouJohn Boaz LeeXiangnan KongTheodore L. WillkeHoda EldardiryPublished in: CoRR (2017)
Keyphrases
- learning algorithm
- empirical studies
- kernel learning
- graph based algorithm
- significant improvement
- human experts
- learning systems
- preprocessing
- data representations
- machine learning methods
- representation language
- graph model
- learning models
- benchmark datasets
- active learning
- prior knowledge
- neural network
- feature construction
- learning frameworks
- discriminative learning
- intermediate representations
- representation scheme
- learning scheme
- multi task
- design principles
- knowledge acquisition
- learning environment
- reinforcement learning