A Pilot Study on Detecting Unfairness in Human Decisions With Machine Learning Algorithmic Bias Detection.
Zhe YuXiaoyin XiPublished in: CoRR (2021)
Keyphrases
- pilot study
- machine learning
- automatic detection
- machine learning algorithms
- automatically detecting
- computer games
- object detection
- detection method
- detection algorithm
- human learning
- inductive learning
- decision makers
- human decision making
- data mining
- elementary school
- decision making
- decision process
- false alarms
- machine learning methods
- computer vision
- learning gains
- artificial intelligence
- detection rate
- false positives
- region detection
- computer science
- pilot project
- inductive bias
- human subjects
- learning tasks
- text mining
- supervised learning
- feature selection
- learning algorithm