2025
Federated Causal Structure Learning with Non-identical Variable Sets
ICML 2025poster
Federated causal structure learning aims to infer causal relationships from data stored on individual clients, with privacy concerns. Most existing methods assume identical variable sets across clients and present federated strategies for aggregating local updates. However, in practice, clients ofte…