Enhancing Trade-offs in Privacy, Utility, and Computational Efficiency through MUltistage Sampling Technique (MUST).
Xingyuan ZhaoFang LiuPublished in: CoRR (2023)
Keyphrases
- computational efficiency
- multistage
- trade off
- differential privacy
- privacy requirements
- privacy preserving
- production system
- computationally efficient
- single stage
- stochastic programming
- lot sizing
- dynamic programming
- utility function
- anonymized data
- solution quality
- privacy protection
- privacy preservation
- personal information
- stochastic optimization
- efficient computation
- private information
- lot streaming
- information loss
- computational complexity
- disclosure risk
- optimal policy
- finite horizon
- privacy policies
- objective function
- production line
- fault tolerant
- interconnection networks
- capacity expansion
- linear programming