Investigating underdiagnosis of AI algorithms in the presence of multiple sources of dataset bias.
Melanie BernhardtCharles JonesBen GlockerPublished in: CoRR (2022)
Keyphrases
- multiple sources
- optimization problems
- orders of magnitude
- benchmark datasets
- artificial intelligence
- massive datasets
- significant improvement
- learning algorithm
- machine learning
- expert systems
- computational cost
- uci datasets
- evolutionary algorithm
- data structure
- computationally efficient
- machine learning algorithms
- databases
- synthetic datasets
- ai systems
- database