SGD on Random Mixtures: Private Machine Learning under Data Breach Threats.
Kangwook LeeKyungmin LeeHoon KimChangho SuhKannan RamchandranPublished in: ICLR (Workshop) (2018)
Keyphrases
- machine learning
- data sets
- data sources
- data analysis
- raw data
- database
- data collection
- data quality
- data processing
- input data
- support vector machine
- image data
- statistical analysis
- probability distribution
- original data
- end users
- private information
- knowledge discovery
- model selection
- high dimensional data
- missing data
- statistical methods
- learning models
- sensitive data
- private data