ALLIE: Active Learning on Large-scale Imbalanced Graphs.
Limeng CuiXianfeng TangSumeet KatariyaNikhil RaoPallav AgrawalKarthik SubbianDongwon LeePublished in: WWW (2022)
Keyphrases
- active learning
- class imbalance
- graph matching
- crowd sourced
- rare class
- graph theoretic
- imbalanced data classification
- semi supervised
- real world
- small scale
- random sampling
- pool based active learning
- experimental design
- graph structure
- graph theory
- labeled data
- machine learning
- graph mining
- graph model
- bipartite graph
- training examples
- graph representation
- semi supervised learning
- selective sampling
- e learning
- active learning strategies
- imbalanced class distribution
- social networks