Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features.
Hadi ElzaynEmily BlackPatrick VosslerNathanael JoJacob GoldinDaniel E. HoPublished in: CoRR (2023)
Keyphrases
- feature vectors
- feature set
- probabilistic model
- classification accuracy
- co occurrence
- feature extraction
- feature space
- uncertain data
- low level
- image features
- game theory
- similarity metrics
- database
- salient features
- classification models
- structural information
- generative model
- multiscale
- bayesian networks
- search engine
- machine learning