Horizontal and Vertical Federated Causal Structure Learning via Higher-order Cumulants

Wei Chen, Wanyang Gu, Linjun Peng +3

Federated causal discovery aims to uncover the causal relationships between entities while protecting data privacy, which has significant importance and numerous applications in re…