Out-of-Core GPU-Accelerated Causal Structure Learning

Author:

Schmidt Christopher,Huegle Johannes,Horschig Siegfried,Uflacker Matthias

Publisher

Springer International Publishing

Reference29 articles.

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3. Chickering, D.M., Heckerman, D., Meek, C.: Large-sample learning of Bayesian networks is NP-hard. J. Mach. Learn. Res. 5, 1287–1330 (2004)

4. Colombo, D., Maathuis, M.H.: Order-independent constraint-based causal structure learning. J. Mach. Learn. Res. 15(1), 3741–3782 (2014)

5. Colombo, D., Maathuis, M.H., Kalisch, M., Richardson, T.S.: Learning high-dimensional DAGs with latent and selection variables. In: Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2011, p. 850. AUAI Press, Arlington (2011)

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