Limits of Private Learning with Access to Public Data.
Raef BassilyShay MoranNoga AlonPublished in: NeurIPS (2019)
Keyphrases
- data sets
- prior knowledge
- data analysis
- data sources
- original data
- data collection
- data processing
- knowledge discovery
- input data
- private data
- database
- learning models
- missing data
- synthetic data
- computer systems
- learning process
- reinforcement learning
- high quality
- supervised learning
- small number
- online learning
- data points
- knowledge acquisition
- high dimensional
- learning environment
- background knowledge
- learning tasks
- data quality
- training data
- bayesian methods
- decision trees