An efficient algorithm for large-scale causal discovery

Author:

Hong Yinghan,Liu Zhusong,Mai Guizhen

Funder

Science and Technology Planning Project of Guangdong Province, China

National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Geometry and Topology,Theoretical Computer Science,Software

Reference35 articles.

1. Cai R, Zhang Z, Hao Z (2013) Sada: a general framework to support robust causation discovery. In: Proceedings of the 30th international conference on machine learning, pp 208–216

2. Chickering DM (2003) Optimal structure identification with greedy search. J Mach Learn Res 3:507–554

3. Daniusis P, Janzing D, Mooij J, Zscheischler J, Steudel B, Zhang K, Schölkopf B (2012) Inferring deterministic causal relations. arXiv preprint arXiv:1203.3475

4. Fortier N, Sheppard J, Strasser S (2014) Abductive inference in Bayesian networks using distributed overlapping swarm intelligence. Soft Comput 19(4):981–1001

5. Geiger D, Heckerman D (1994) Learning gaussian networks. In: Proceedings of the tenth international conference on uncertainty in artificial intelligence. Morgan Kaufmann Publishers Inc, pp 235–243

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