Estimating Sparse Discrete Distributions Under Privacy and Communication Constraints.
Jayadev AcharyaPeter KairouzYuhan LiuZiteng SunPublished in: ALT (2021)
Keyphrases
- privacy preserving
- constraint satisfaction
- personal information
- probability distribution
- sparse representation
- communication channels
- neural network
- differential privacy
- linear constraints
- information sharing
- global constraints
- efficient algorithms to compute
- discrete geometry
- private data
- multi party
- continuous variables
- joint distribution
- constrained optimization
- communication networks
- image reconstruction
- maximum likelihood
- face recognition
- social networks