Federated Local Causal Structure Learning Algorithm

Information Science, Computer Science, Artificial Intelligence, Medicine,
causal structure   federated learning   directed acyclic graph   privacy-preserving data   layer-wise strategy  

Intersection of Data Privacy and Causal Learning: Breakthrough in Federated Local Causal Structure Learning With the rapid development of big data and artificial intelligence, analyzing and inferring causal relationships while ensuring data privacy in sensitive fields such as healthcare and finance has become a key challenge for academia and indust...