GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks.
Yixuan HeQuan GanDavid WipfGesine D. ReinertJunchi YanMihai CucuringuPublished in: ICML (2022)
Keyphrases
- directed graph
- pairwise comparisons
- neural network
- preference learning
- learning tasks
- learning process
- learning algorithm
- reinforcement learning
- multi agent
- pattern recognition
- random walk
- learning problems
- supervised learning
- pairwise comparison
- multi task
- incremental learning
- active learning
- search space
- machine learning