Studying Up Machine Learning Data: Why Talk About Bias When We Mean Power?
Milagros MiceliJulian PosadaTianling YangPublished in: Proc. ACM Hum. Comput. Interact. (2022)
Keyphrases
- machine learning
- data sets
- synthetic data
- data structure
- data collection
- raw data
- knowledge discovery
- image data
- training data
- pattern recognition
- database
- data processing
- data sources
- end users
- data quality
- high dimensional data
- computational power
- text classification
- data analysis
- search engine
- data points
- feature space
- statistical analysis
- reinforcement learning
- high quality
- missing data
- data acquisition
- network structure
- feature selection
- databases