Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data.
Alireza SadeghiGang WangMeng MaGeorgios B. GiannakisPublished in: CoRR (2020)
Keyphrases
- prior knowledge
- data sets
- synthetic data
- database
- high quality
- knowledge acquisition
- data collection
- learning models
- raw data
- background knowledge
- data processing
- learning process
- data quality
- learning tasks
- training data
- original data
- input data
- learning algorithm
- data privacy
- information loss
- data structure
- privacy concerns
- sensitive information
- individual privacy
- sensitive data
- personal data
- learned models
- probability distribution
- neural network
- learning systems
- high dimensional data
- access control
- association rules
- end users
- online learning
- knowledge discovery
- data points