Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning.
Timnit GebruPublished in: KDD (2020)
Keyphrases
- machine learning
- data sets
- data collection
- data processing
- database
- knowledge discovery
- data analysis
- data quality
- image data
- data points
- pattern recognition
- data structure
- raw data
- data mining techniques
- data mining
- synthetic data
- statistical analysis
- artificial intelligence
- training data
- high quality
- data sources
- active learning
- computer vision
- learning algorithm
- machine learning algorithms
- spatial data
- statistical methods
- prior knowledge
- data streams