Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming.
Ayush MaheshwariKrishnaTeja KillamsettyGanesh RamakrishnanRishabh K. IyerMarina DanilevskyLucian PopaPublished in: CoRR (2021)
Keyphrases
- semi supervised
- data sets
- data processing
- prior knowledge
- active learning
- learning process
- database
- learning algorithm
- reinforcement learning
- raw data
- background knowledge
- supervised learning
- unsupervised learning
- data mining techniques
- labeled data
- learning systems
- learning tasks
- human experts
- data collection
- online learning
- probability distribution
- data analysis
- data points
- data sources
- data structure
- spectral clustering
- computer programming
- aggregate data