Automated discovery of trade-off between utility, privacy and fairness in machine learning models.
Bogdan FiciuNeil D. LawrenceAndrei PaleyesPublished in: CoRR (2023)
Keyphrases
- automated discovery
- machine learning models
- trade off
- differential privacy
- privacy requirements
- spam filtering
- machine learning approaches
- privacy preserving
- machine learning algorithms
- knowledge discovery
- predictive model
- machine learning
- learning models
- private information
- privacy protection
- utility function
- sensitive information
- historical data
- data mining
- data sets
- text classification
- pairwise