Deep learning from label proportions with labeled samples.
Yong ShiJiabin LiuBo WangZhiquan QiYingjie TianPublished in: Neural Networks (2020)
Keyphrases
- deep learning
- labeled samples
- class labels
- semi supervised
- label propagation
- unsupervised learning
- unlabeled samples
- semi supervised learning
- labeled data
- discriminative information
- label information
- supervised learning
- unlabeled data
- machine learning
- weakly supervised
- training data
- multi label
- high confidence
- training samples
- mental models
- training dataset
- dimensionality reduction
- target domain
- data samples
- incremental learning
- feature set
- pattern recognition