Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling.
Benedikt BoeckingWillie NeiswangerEric P. XingArtur DubrawskiPublished in: ICLR (2021)
Keyphrases
- synthetic data
- data processing
- data sets
- learning algorithm
- training data
- data distribution
- prior knowledge
- raw data
- background knowledge
- data mining techniques
- data sources
- data visualization
- database
- data collection
- learning process
- data analysis
- knowledge discovery
- high dimensional
- machine learning
- noisy data
- original data
- reinforcement learning
- human experts
- learning environment
- spatial data
- missing data
- statistical analysis
- computer systems
- mobile devices
- input data
- data model
- supervised learning
- small number
- image data