From Principle to Practice: Vertical Data Minimization for Machine Learning.
Robin StaabNikola JovanovicMislav BalunovicMartin T. VechevPublished in: CoRR (2023)
Keyphrases
- machine learning
- data sets
- data processing
- high quality
- data collection
- knowledge discovery
- database
- data structure
- data analysis
- data points
- statistical analysis
- experimental data
- data distribution
- data acquisition
- historical data
- original data
- complex data
- background knowledge
- input data
- training data
- missing data
- high dimensional data
- data management
- support vector machine
- learning tasks
- high dimensional
- feature space