The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features.
Navita GoyalConnor BaumlerTin NguyenHal Daumé IIIPublished in: IUI (2024)
Keyphrases
- decision making
- artificial intelligence
- feature set
- feature extraction
- expert systems
- low level
- knowledge based systems
- false positives
- decision makers
- supply chain
- fuzzy logic
- image features
- feature vectors
- machine learning
- human experts
- human subjects
- data sets
- static images
- intelligent systems
- co occurrence
- web pages
- data mining