Finding Label and Model Errors in Perception Data With Learned Observation Assertions.
Daniel KangNikos AréchigaSudeep PillaiPeter BailisMatei ZahariaPublished in: CoRR (2022)
Keyphrases
- experimental data
- data sets
- prior knowledge
- simulation data
- sensor data
- data analysis
- data collection
- database
- test data
- mathematical model
- image data
- statistical model
- computational model
- prior information
- synthetic data
- input data
- data mining techniques
- knowledge discovery
- management system
- empirical data
- probabilistic model
- sensory data
- objective function
- high quality
- training data
- network structure
- raw data
- original data
- measured data
- expert knowledge
- class membership
- multi label
- statistical analysis
- data points
- end users
- data structure
- learning algorithm