Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production.
Patrick Oliver SchenkChristoph KernPublished in: CoRR (2024)
Keyphrases
- machine learning
- high quality
- quality control
- statistical methods
- pattern recognition
- machine learning methods
- computer vision
- quality assessment
- higher quality
- data quality
- learning tasks
- quality measures
- data collection
- text classification
- computational intelligence
- knowledge discovery
- active learning
- explanation based learning
- database systems
- statistical inference
- artificial intelligence
- product quality
- user satisfaction
- inductive learning
- resource allocation
- semi supervised learning
- text mining
- support vector machine
- computer science
- decision trees
- learning algorithm