no code implementations • 2 May 2024 • Peiyu Yang, Naveed Akhtar, Jiantong Jiang, Ajmal Mian
This setup is ultimately employed for a comprehensive comparison of existing methods using our BackX benchmark.
1 code implementation • 8 Dec 2022 • Jiantong Jiang, Zeyi Wen, Ajmal Mian
The mainstream BN structure learning methods require performing a large number of conditional independence (CI) tests.
1 code implementation • 8 Dec 2022 • Jiantong Jiang, Zeyi Wen, Atif Mansoor, Ajmal Mian
Bayesian networks (BNs) are attractive, because they are graphical and interpretable machine learning models.