Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation.
Berivan IsikWei-Ning ChenAyfer ÖzgürTsachy WeissmanAlbert NoPublished in: NeurIPS (2023)
Keyphrases
- communication overhead
- communication cost
- privacy requirements
- distributed control
- privacy preserving
- differential privacy
- computer networks
- multi party
- distributed systems
- utility function
- distributed network
- fully distributed
- distributed computation
- spatially distributed
- information dissemination
- cooperative
- privacy preserving data mining
- distributed data
- peer to peer
- statistical databases
- communication networks
- multi agent
- global knowledge
- distributed environment
- fault tolerant
- personal information
- security issues
- exchange information
- communication protocol
- remote sites
- communication systems
- private information
- privacy preservation
- concurrent processes
- data anonymization