A Data Prism: Semi-verified learning in the small-alpha regime.
Michela MeisterGregory ValiantPublished in: COLT (2018)
Keyphrases
- data sets
- data collection
- data analysis
- data quality
- synthetic data
- prior knowledge
- raw data
- computer systems
- database
- background knowledge
- learning process
- human experts
- knowledge acquisition
- learning algorithm
- sensor data
- data sources
- high dimensional data
- database systems
- experimental data
- spatial data
- learning systems
- machine learning
- end users
- labeled data
- reinforcement learning
- data processing
- online learning
- collaborative learning
- knowledge discovery