iGraphMix: Input Graph Mixup Method for Node Classification.
Jongwon JeongHoyeop LeeHyui Geon YoonBeomyoung LeeJunhee HeoGeonsoo KimKim Jin SeonPublished in: ICLR (2024)
Keyphrases
- support vector machine svm
- classification accuracy
- classification method
- pattern classification
- graph representation
- classification algorithm
- unsupervised learning
- classification scheme
- benchmark data sets
- pairwise
- preprocessing
- significant improvement
- segmentation method
- image classification
- machine learning methods
- clustering method
- classification procedure
- classification process
- neural network
- decision trees
- feature extraction
- pattern recognition
- feature space
- feature vectors
- input features
- similarity measure
- roc curve
- graph structure
- model selection
- active learning
- data points
- semi supervised
- cross validation
- principal component analysis
- machine learning algorithms
- input data