Forget Unlearning: Towards True Data-Deletion in Machine Learning.
Rishav ChourasiaNeil ShahReza ShokriPublished in: CoRR (2022)
Keyphrases
- machine learning
- data sets
- training data
- database
- original data
- high quality
- synthetic data
- knowledge discovery
- small number
- probability distribution
- data analysis
- data structure
- data quality
- pattern recognition
- input data
- knowledge acquisition
- data collection
- statistical methods
- high dimensional data
- historical data
- learning models
- database systems
- machine learning methods
- experimental data
- missing data
- prior knowledge
- data points
- feature space
- active learning