Minimax-Optimal Privacy-Preserving Sparse PCA in Distributed Systems.
Jason GeZhaoran WangMengdi WangHan LiuPublished in: AISTATS (2018)
Keyphrases
- distributed systems
- privacy preserving
- privacy preserving data mining
- fault tolerance
- fault tolerant
- vertically partitioned data
- privacy preservation
- worst case
- distributed environment
- private information
- sparse pca
- data privacy
- sensitive data
- multi party
- sensitive information
- private data
- privacy protection
- distributed computing
- mobile agents
- privacy concerns
- secure multiparty computation
- horizontally partitioned data
- scalar product
- privacy preserving association rule mining
- geographically distributed
- cloud computing
- face recognition
- database systems
- data sets