Learning With Label Proportions by Incorporating Unmarked Data.
Jing ChaiIvor W. TsangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
- data sets
- image data
- background knowledge
- statistical analysis
- knowledge discovery
- data collection
- data analysis
- learning models
- prior knowledge
- learning algorithm
- data sources
- human experts
- learning systems
- missing data
- data processing
- data points
- training data
- database
- data distribution
- original data
- data quality
- hidden variables
- learned models
- synthetic data
- high dimensional data
- computer systems
- text classification
- data mining techniques
- small number
- end users
- learning process
- pairwise
- database systems
- neural network