Differentially Private Distributed Online Convex Optimization Towards Low Regret and Communication Cost.
Jiandong LiuLan ZhangXiaojing YuXiang-Yang LiPublished in: MobiHoc (2023)
Keyphrases
- communication cost
- online convex optimization
- differentially private
- online learning
- communication overhead
- long run
- sensor networks
- convex optimization
- distributed data
- data distribution
- newton method
- differential privacy
- reduce communication cost
- regret bounds
- cost function
- efficient algorithms for solving
- least squares
- data warehouse
- databases