Finding Label and Model Errors in Perception Data With Learned Observation Assertions.
Daniel KangNikos AréchigaSudeep PillaiPeter D. BailisMatei ZahariaPublished in: SIGMOD Conference (2022)
Keyphrases
- data sets
- experimental data
- simulation data
- measured data
- empirical data
- missing data
- data collection
- original data
- data structure
- data analysis
- prior knowledge
- probabilistic model
- learned models
- data samples
- test data
- xml documents
- databases
- neural network
- training data
- network structure
- high quality
- computational model
- input data
- probability distribution
- synthetic data
- database
- conceptual model
- data processing
- data quality
- high level
- image data
- end users
- sensory data
- class membership