Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data.
Michael VealeReuben BinnsPublished in: Big Data Soc. (2017)
Keyphrases
- sensitive data
- machine learning
- real world
- privacy preserving
- data storage
- data mining
- sensitive information
- security concerns
- information security
- smart card
- malicious users
- data sets
- pattern recognition
- decision trees
- confidential data
- security threats
- data confidentiality
- feature selection
- privacy protection
- privacy preservation
- protection mechanisms
- third party
- personal data
- data privacy
- data sharing
- data structure
- database management systems
- unsupervised learning
- database systems
- databases