Insights into Data through Model Behaviour: An Explainability-driven Strategy for Data Auditing for Responsible Computer Vision Applications.
Alexander WongAdam DorfmanPaul McInnisHayden GunrajPublished in: CoRR (2021)
Keyphrases
- data sets
- test data
- synthetic data
- database
- small number
- original data
- input data
- training data
- data quality
- raw data
- data sources
- probabilistic model
- experimental data
- knowledge discovery
- sensor data
- statistical analysis
- similarity measure
- simulation data
- data structure
- image processing
- data distribution
- data model
- xml documents
- data analysis
- objective function
- spatial data
- probability distribution
- network structure
- temporal information
- association rules
- computer vision
- complex data
- learning models
- object recognition