Estimating Sparse Discrete Distributions Under Local Privacy and Communication Constraints.
Jayadev AcharyaYuhan LiuZiteng SunPublished in: CoRR (2020)
Keyphrases
- communication systems
- linear constraints
- privacy preserving
- sparse data
- sensitive information
- social networks
- lagrange multipliers
- resource constrained
- random projections
- resource constraints
- statistical databases
- finite number
- communication networks
- information sharing
- probability distribution
- personal information
- gaussian distribution
- computer networks
- continuous variables
- privacy protection
- random variables
- privacy preserving data mining
- high dimensional
- data privacy
- personal data
- privacy preservation
- neural network
- privacy enhancing