Bayesian Network Constraint-Based Structure Learning Algorithms: Parallel and Optimised Implementations in the bnlearn R Package

30 June 2014

Papers citing "Bayesian Network Constraint-Based Structure Learning Algorithms: Parallel and Optimised Implementations in the bnlearn R Package"

12 / 12 papers shown

Title
Benchmarking Bayesian Causal Discovery Methods for Downstream Treatment Effect Estimation Chris C. Emezue Alexandre Drouin T. Deleu Stefan Bauer Yoshua Bengio CML 22 2 0 11 Jul 2023
A Survey on Causal Discovery: Theory and Practice Alessio Zanga Fabio Stella CML 21 37 0 17 May 2023
Fast Parallel Bayesian Network Structure Learning Jiantong Jiang Zeyi Wen Ajmal Saeed Mian 22 6 0 08 Dec 2022
Improving the Efficiency of the PC Algorithm by Using Model-Based Conditional Independence Tests Erica Cai A. Mcgregor David D. Jensen CML 27 1 0 12 Nov 2022
BigBraveBN: algorithm of structural learning for bayesian networks with a large number of nodes Y. Kaminsky I. Deeva 6 4 0 22 Aug 2022
Learning Bayesian Networks in the Presence of Structural Side Information Ehsan Mokhtarian S. Akbari Fatemeh Jamshidi Jalal Etesami Negar Kiyavash 21 16 0 20 Dec 2021
WiseR: An end-to-end structure learning and deployment framework for causal graphical models Shubham Maheshwari Khushbu Pahwa Tavpritesh Sethi CML 14 1 0 16 Aug 2021
D'ya like DAGs? A Survey on Structure Learning and Causal Discovery M. Vowels Necati Cihan Camgöz Richard Bowden CML 20 296 0 03 Mar 2021
Learning Bayesian Networks from Big Data with Greedy Search: Computational Complexity and Efficient Implementation M. Scutari C. Vitolo A. Tucker 20 24 0 22 Apr 2018
A fast PC algorithm for high dimensional causal discovery with multi-core PCs T. Le Tao Hoang Jiuyong Li Lin Liu Huawen Liu 24 139 0 09 Feb 2015
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 216 626 0 20 Feb 2013
A Transformational Characterization of Equivalent Bayesian Network Structures D. M. Chickering 151 416 0 20 Feb 2013