Hyper-Parameter Optimization for Privacy-Preserving Record Linkage.
Joyce YuJakub NabagloDinusha VatsalanWilko HeneckaBrian ThornePublished in: PKDD/ECML Workshops (2020)
Keyphrases
- record linkage
- privacy preserving
- hyperparameters
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- privacy concerns
- sensitive information
- model selection
- closed form
- horizontally partitioned data
- multi party
- private information
- parameter settings
- cross validation
- data privacy
- differential privacy
- random sampling
- sensitive data
- personal data
- maximum likelihood
- secure multiparty computation
- privacy sensitive
- em algorithm
- support vector