Data-weighted ensemble learning for privacy-preserving distributed learning.
Liyang XieSergey M. PlisAnand D. SarwatePublished in: ICASSP (2016)
Keyphrases
- privacy preserving
- data sets
- private data
- distributed learning
- data privacy
- sensitive information
- preserving privacy
- privacy sensitive
- ensemble learning
- private information
- vertically partitioned data
- privacy issues
- data analysis
- sensitive data
- original data
- feature extraction
- privacy preservation
- horizontally partitioned data
- privacy concerns
- data quality
- knowledge discovery
- training data
- ensemble methods
- privacy preserving data mining
- data distribution
- high dimensional data
- unlabeled data
- active learning
- feature vectors
- training set
- data structure