Estimating Sparse Distributions Under Joint Communication and Privacy Constraints.
Surin AhnWei-Ning ChenAyfer ÖzgürPublished in: ISIT (2022)
Keyphrases
- probability distribution
- sparse data
- high dimensional
- privacy preserving data mining
- constrained optimization
- communication cost
- personal information
- constraint satisfaction
- random variables
- communication networks
- information sharing
- privacy preserving
- wireless networks
- bayesian networks
- resource constrained
- kullback leibler divergence
- privacy preservation
- heavy tailed
- data publishing