Data programming with DDLite: putting humans in a different part of the loop.
Henry R. EhrenbergJaeho ShinAlexander J. RatnerJason A. FriesChristopher RéPublished in: HILDA@SIGMOD (2016)
Keyphrases
- data sets
- database
- statistical analysis
- synthetic data
- training data
- original data
- image data
- raw data
- small number
- probability distribution
- prior knowledge
- databases
- data quality
- data sources
- high quality
- high dimensional data
- application domains
- human experts
- multimedia data
- human subjects
- data acquisition
- data processing
- input data
- end users
- learning algorithm