Learning Over Dirty Data Without Cleaning.
Jose PicadoJohn DavisArash TermehchyGa Young LeePublished in: SIGMOD Conference (2020)
Keyphrases
- data sets
- database
- prior knowledge
- data structure
- experimental data
- background knowledge
- data sources
- data processing
- data points
- image data
- data mining techniques
- bayesian methods
- missing data
- end users
- small number
- xml documents
- data collection
- computer systems
- synthetic data
- learning systems
- high quality
- social networks
- machine learning
- human experts
- original data
- data objects
- data quality
- neural network
- learned models