Published in UAI, 2018
Cui, Ruifei, Perry Groot, Moritz Schauer, and Tom Heskes. “Learning the Causal Structure of Copula Models with Latent Variables”. In Conference on Uncertainty in Artificial Intelligence (Accepted). 2018.
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Published in Statistics and Computing, 2018
Cui, Ruifei, Perry Groot, and Tom Heskes. “Learning causal structure from mixed data with missing values using Gaussian copula models”. Statistics and Computing. 2018.
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Published in IEEE ICDM, 2017
Cui, Ruifei, Perry Groot, and Tom Heskes. “Robust estimation of Gaussian copula causal structure from mixed data with missing values.” In IEEE International Conference on Data Mining (ICDM), pp. 835-840. IEEE, 2017.
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Published in ECML-PKDD, 2016
Cui, Ruifei, Perry Groot, and Tom Heskes. “Copula PC Algorithm for Causal Discovery from Mixed Data”. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD). 2016.
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