Towards Privacy-Aware Causal Structure Learning in Federated Setting

1 code implementation • 13 Nov 2022 • Jianli Huang, Xianjie Guo, Kui Yu, Fuyuan Cao, Jiye Liang

In this paper, we study a privacy-aware causal structure learning problem in the federated setting and propose a novel Federated PC (FedPC) algorithm with two new strategies for preserving data privacy without centralizing data.

Federated Learning Privacy Preserving