Active learning using Generative Adversarial Networks for improving generalization and avoiding distractor points.
Heechul LimKang-Wook ChonMin-Soo KimPublished in: Expert Syst. Appl. (2023)
Keyphrases
- active learning
- social networks
- endpoints
- computer networks
- semi supervised
- learning strategies
- network structure
- selective sampling
- random sampling
- network analysis
- point sets
- complex networks
- feature points
- data points
- keypoints
- data sets
- learning process
- high dimensional
- learning environment
- multi agent
- power law
- heterogeneous networks
- discriminative learning
- network size
- feature selection
- label noise
- pool based active learning