Representation Learning on Graphs: Methods and Applications.
William L. HamiltonRex YingJure LeskovecPublished in: IEEE Data Eng. Bull. (2017)
Keyphrases
- knowledge acquisition
- empirical studies
- feature construction
- learning algorithm
- online learning
- object recognition
- benchmark datasets
- graph theory
- human experts
- learning models
- machine learning methods
- graph based representations
- representational power
- data representations
- discriminative learning
- neural nets
- learning tasks
- background knowledge
- learning systems
- significant improvement
- learning process
- reinforcement learning