Grzegorczyk, Marco Being Bayesian about learning Bayesian networks from ordinal data. (English) Zbl 07885898 Int. J. Approx. Reasoning 170, Article ID 109205, 16 p. (2024). MSC: 68T37 × Cite Format Result Cite Review PDF Full Text: DOI
Zhou, Wei; He, Xin; Zhong, Wei; Wang, Junhui Efficient learning of quadratic variance function directed acyclic graphs via topological layers. (English) Zbl 07633319 J. Comput. Graph. Stat. 31, No. 4, 1269-1279 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Zanga, Alessio; Ozkirimli, Elif; Stella, Fabio A survey on causal discovery: theory and practice. (English) Zbl 07629276 Int. J. Approx. Reasoning 151, 101-129 (2022). MSC: 68T37 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Huang, Jireh; Zhou, Qing Partitioned hybrid learning of Bayesian network structures. (English) Zbl 07570141 Mach. Learn. 111, No. 5, 1695-1738 (2022). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Watson, David S.; Wright, Marvin N. Testing conditional independence in supervised learning algorithms. (English) Zbl 07465666 Mach. Learn. 110, No. 8, 2107-2129 (2021). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Nandy, Preetam; Hauser, Alain; Maathuis, Marloes H. High-dimensional consistency in score-based and hybrid structure learning. (English) Zbl 1411.62144 Ann. Stat. 46, No. 6A, 3151-3183 (2018). Reviewer: Apostolos Batsidis (Ioannina) MSC: 62H12 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Pircalabelu, Eugen; Claeskens, Gerda; Gijbels, Irène Copula directed acyclic graphs. (English) Zbl 1505.62322 Stat. Comput. 27, No. 1, 55-78 (2017). MSC: 62-08 62H05 62H20 62H22 × Cite Format Result Cite Review PDF Full Text: DOI Link
Pircalabelu, Eugen; Claeskens, Gerda; Waldorp, Lourens A focused information criterion for graphical models. (English) Zbl 1331.62057 Stat. Comput. 25, No. 6, 1071-1092 (2015). MSC: 62B10 62A09 65C60 × Cite Format Result Cite Review PDF Full Text: DOI Link