High-Dimensional Crowdsourced Data Distribution Estimation with Local Privacy.
Xuebin RenChia-Mu YuWeiren YuShusen YangXinyu YangJulie A. McCannPublished in: CIT (2016)
Keyphrases
- data distribution
- high dimensional
- high dimensional data
- data points
- data streams
- low dimensional
- communication cost
- dimensionality reduction
- index structure
- privacy preserving
- training instances
- high dimensionality
- data skew
- decision boundary
- distributed data
- multi dimensional
- personal information
- feature space
- similarity search
- concept drift
- nearest neighbor
- hash functions
- neural network
- multi dimensional data
- databases
- low quality
- streaming data
- metadata