A survey that taxonomizes federated causal discovery along methodological, topological, and structural axes and connects it to federated causal inference as complementary stages of a privacy-preserving pipeline.
Collaborative inference for treatment effect with distributed data-sharing management in multicenter studies
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A Survey on Federated Causal Discovery and Inference
A survey that taxonomizes federated causal discovery along methodological, topological, and structural axes and connects it to federated causal inference as complementary stages of a privacy-preserving pipeline.