Data Programming by Demonstration: A Framework for Interactively Learning Labeling Functions.
Sara EvensenChang GeDongjin ChoiÇagatay DemiralpPublished in: CoRR (2020)
Keyphrases
- data sets
- raw data
- statistical analysis
- prior knowledge
- data structure
- background knowledge
- data objects
- training data
- active learning
- probability distribution
- data points
- data mining techniques
- input data
- data processing
- reinforcement learning
- data quality
- user interaction
- labeled data
- machine learning
- unsupervised learning
- image data
- end users
- data sources
- high quality
- database
- learning scheme
- multi task
- bayesian methods
- original data
- data distribution
- experimental data
- privacy preserving
- online learning
- bayesian networks