Towards Privacy-Preserving Model Selection.
Zhiqiang YangSheng ZhongRebecca N. WrightPublished in: PinKDD (2007)
Keyphrases
- model selection
- privacy preserving
- cross validation
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- hyperparameters
- multi party
- private information
- regression model
- privacy requirements
- sensitive information
- privacy preserving association rule mining
- sample size
- private data
- mixture model
- feature selection
- information criterion
- privacy issues
- privacy concerns
- machine learning
- model selection criteria
- privacy sensitive
- preserving privacy
- data perturbation
- selection criterion
- statistical inference
- marginal likelihood
- data privacy
- sensitive data
- gaussian process
- horizontally partitioned data
- real world
- secure multiparty computation