Explainable artificial intelligence (XAI) post-hoc explainability methods: risks and limitations in non-discrimination law.
Daniel ValeAli El-SharifMuhammed AliPublished in: AI Ethics (2022)
Keyphrases
- artificial intelligence
- post hoc
- preprocessing
- significant improvement
- empirical studies
- qualitative and quantitative
- expert systems
- data sets
- computationally expensive
- information extraction
- ai methods
- mathematical models
- engineering design
- machine learning methods
- knowledge representation
- computational cost
- genetic algorithm