Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases.
Mazda MoayeriWenxiao WangSahil SinglaSoheil FeiziPublished in: NeurIPS (2023)
Keyphrases
- data sets
- synthetic data
- knowledge discovery
- data processing
- database
- data analysis
- training data
- data structure
- complex data
- data sources
- data points
- data collection
- experimental data
- spatial data
- statistical analysis
- historical data
- raw data
- missing values
- data acquisition
- application domains
- neural network
- similarity measure
- information systems
- feature selection
- website
- database systems