Privacy-preserving Decentralized Optimization via Decomposition

Chunlei Zhang, Huan Gao, Yongqiang Wang

This paper considers the problem of privacy-preservation in decentralized optimization, in which $N$ agents cooperatively minimize a global objective function that is the sum of $N…