Data-weighted ensemble learning for privacy-preserving distributed learning.

Liyang Xie Sergey M. Plis Anand D. Sarwate

Published 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