The Dataset Multiplicity Problem: How Unreliable Data Impacts Predictions.
Anna P. MeyerAws AlbarghouthiLoris D'AntoniPublished in: FAccT (2023)
Keyphrases
- data sets
- data collection
- raw data
- data structure
- data analysis
- data processing
- database
- computer systems
- data quality
- prior knowledge
- complex data
- data distribution
- experimental data
- data mining algorithms
- data sources
- high dimensional
- training data
- knowledge discovery
- synthetic data
- spatial data
- data points
- human activities
- high quality
- data objects
- noisy data
- big data
- neural network