Private Distribution Learning with Public Data: The View from Sample Compression.
Shai Ben-DavidAlex BieClément L. CanonneGautam KamathVikrant SinghalPublished in: CoRR (2023)
Keyphrases
- data sets
- data distribution
- data collection
- background knowledge
- data analysis
- prior knowledge
- input data
- data samples
- synthetic data
- knowledge acquisition
- data processing
- data points
- learning process
- training data
- data sources
- database
- uniformly distributed
- learning models
- test data
- learning algorithm
- active learning
- data warehouse
- probability distribution
- statistical analysis
- data structure
- learning systems
- missing data
- sample size
- data mining
- neural network
- multiple views
- human experts
- raw data
- original data
- compression algorithm
- supervised learning