Inaccurate-Supervised Learning With Generative Adversarial Nets.
Yabin ZhangHairong LianGuang YangSuyun ZhaoPeng NiHong ChenCuiping LiPublished in: IEEE Trans. Cybern. (2023)
Keyphrases
- supervised learning
- unsupervised learning
- semi supervised
- generative model
- semi supervised learning
- learning tasks
- supervised classification
- machine learning
- active learning
- discriminative methods
- generalization error
- multi agent
- reinforcement learning
- training data
- statistical learning
- learning algorithm
- training set
- labeled data
- class labels
- unlabeled data
- learning problems
- training examples
- maximum likelihood
- discriminative models
- discriminative learning
- real time
- multiple instance learning
- supervised machine learning
- real world
- information retrieval
- first order logic
- training samples
- expectation maximization
- text classification
- data driven