Can semi-supervised learning use all the data effectively? A lower bound perspective.
Alexandru TifreaGizem YüceAmartya SanyalFanny YangPublished in: NeurIPS (2023)
Keyphrases
- semi supervised learning
- unlabeled data
- lower bound
- semi supervised
- labeled data
- data sets
- original data
- learning models
- training data
- optimal solution
- high dimensional data
- labeled and unlabeled data
- supervised learning
- prior knowledge
- data analysis
- learning problems
- feature extraction
- image segmentation
- machine learning