Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling.
Benedikt BoeckingWillie NeiswangerEric Po XingArtur DubrawskiPublished in: CoRR (2020)
Keyphrases
- background knowledge
- synthetic data
- database
- data sets
- raw data
- data structure
- high dimensional data
- learning process
- data collection
- active learning
- training data
- knowledge discovery
- learning algorithm
- image data
- computer systems
- original data
- data points
- prior knowledge
- data analysis
- experimental data
- noisy data
- high quality
- interactive video
- data distribution
- learning tasks
- data quality
- interactive learning
- learned models
- missing data
- user interaction
- unsupervised learning
- knowledge acquisition
- input data
- data mining techniques
- supervised learning
- state space
- data sources
- high dimensional