Limits of Private Learning with Access to Public Data.
Noga AlonRaef BassilyShay MoranPublished in: CoRR (2019)
Keyphrases
- data sets
- data collection
- data processing
- learning algorithm
- online learning
- data sources
- active learning
- high quality
- prior knowledge
- image data
- data structure
- data mining techniques
- learning models
- statistical analysis
- high dimensional data
- synthetic data
- learning systems
- data distribution
- original data
- private information
- data quality
- noisy data
- learning tasks
- computer systems
- access control
- training data
- data analysis