Effects of Matching on Evaluation of Accuracy, Fairness, and Fairness Impossibility in AI-ML Systems.
Phillip HonenbergerOmolade OlaWilliam MappPilhwa LeePublished in: FLAIRS (2024)
Keyphrases
- artificial intelligence
- intelligent systems
- ai systems
- expert systems
- resource allocation
- high accuracy
- matching accuracy
- computational intelligence
- knowledge based systems
- ai technologies
- game theory
- matching algorithm
- case based reasoning
- management system
- computer systems
- machine learning
- building blocks
- error rate
- pattern matching
- maximum likelihood
- distributed systems
- retrieval systems
- graph matching
- intelligent behavior
- classification accuracy
- computational systems
- information retrieval