Learning Bayesian networks from big data with greedy search: computational complexity and efficient implementation

Author:

Scutari Marco,Vitolo Claudia,Tucker Allan

Funder

University of Oxford

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,Statistics, Probability and Uncertainty,Statistics and Probability,Theoretical Computer Science

Reference52 articles.

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3. Baldi, P., Cranmer, K., Faucett, T., Sadowski, P., Whiteson, D.: Parameterized neural networks for high-energy physics. The Euro. Phys. J. C 76, 235 (2016)

4. Bollobás, B., Borgs, C., Chayes, J., Riordan, O.: Directed scale-free graphs. In: Proceedings of the 14th Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 132–139 (2003)

5. Bøttcher, S. G.: Learning Bayesian Networks with Mixed Variables. In: Proceedings of the 8th International Workshop in Artificial Intelligence and Statistics (2001)

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