v1v2 (latest)

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"

27 / 27 papers shown

Title
Causal Discovery on Dependent Binary Data Alex Chen Qing Zhou CML 67 0 0 31 Dec 2024
Linking Model Intervention to Causal Interpretation in Model Explanation Debo Cheng Ziqi Xu Jiuyong Li Lin Liu Kui Yu T. Le Jixue Liu CML 101 0 0 21 Oct 2024
Fast-PGM: Fast Probabilistic Graphical Model Learning and Inference Jiantong Jiang Zeyi Wen Peiyu Yang A. Mansoor Ajmal Mian TPM 66 2 0 24 May 2024
Explaining and visualizing black-box models through counterfactual paths Bastian Pfeifer Mateusz Krzyzinski Hubert Baniecki Anna Saranti Andreas Holzinger P. Biecek 65 0 0 15 Jul 2023
Benchmarking Bayesian Causal Discovery Methods for Downstream Treatment Effect Estimation Chris C. Emezue Alexandre Drouin T. Deleu Stefan Bauer Yoshua Bengio CML 84 2 0 11 Jul 2023
Generating Bayesian Network Models from Data Using Tsetlin Machines Christopher D. Blakely CML 34 0 0 17 May 2023
A Survey on Causal Discovery: Theory and Practice Alessio Zanga Fabio Stella CML 77 45 0 17 May 2023
Fast Parallel Bayesian Network Structure Learning Jiantong Jiang Zeyi Wen Ajmal Mian 56 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 62 1 0 12 Nov 2022
BigBraveBN: algorithm of structural learning for bayesian networks with a large number of nodes Y. Kaminsky I. Deeva 43 4 0 22 Aug 2022
Framework for inferring empirical causal graphs from binary data to support multidimensional poverty analysis Chainarong Amornbunchornvej Navaporn Surasvadi Anon Plangprasopchok S. Thajchayapong 62 4 0 12 May 2022
Learning Bayesian Networks in the Presence of Structural Side Information Ehsan Mokhtarian S. Akbari Fatemeh Jamshidi Jalal Etesami Negar Kiyavash 63 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 83 1 0 16 Aug 2021
Partitioned hybrid learning of Bayesian network structures Jireh Huang Qing Zhou TPM 68 9 0 22 Mar 2021
D'ya like DAGs? A Survey on Structure Learning and Causal Discovery M. Vowels Necati Cihan Camgöz Richard Bowden CML 147 305 0 03 Mar 2021
Scalable Causal Domain Adaptation Mohammad Ali Javidian O. Pandey Pooyan Jamshidi CML 65 4 0 27 Feb 2021
Learning LWF Chain Graphs: A Markov Blanket Discovery Approach Mohammad Ali Javidian Marco Valtorta Pooyan Jamshidi 45 10 0 29 May 2020
The R Package stagedtrees for Structural Learning of Stratified Staged Trees Federico Carli Manuele Leonelli Eva Riccomagno Gherardo Varando 42 33 0 14 Apr 2020
AMP Chain Graphs: Minimal Separators and Structure Learning Algorithms Mohammad Ali Javidian Marco Valtorta Pooyan Jamshidi 61 12 0 24 Feb 2020
Learning big Gaussian Bayesian networks: partition, estimation, and fusion J. Gu Qing Zhou GNN 43 19 0 24 Apr 2019
Learning Bayesian Networks from Big Data with Greedy Search: Computational Complexity and Efficient Implementation M. Scutari C. Vitolo A. Tucker 71 99 0 22 Apr 2018
EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning Chao Zhao Jingchi Jiang Y. Guan 58 39 0 20 Sep 2017
Learning Large-Scale Bayesian Networks with the sparsebn Package Bryon Aragam J. Gu Qing Zhou CML 69 56 0 11 Mar 2017
Learning Discriminative Bayesian Networks from High-dimensional Continuous Neuroimaging Data Luping Zhou Lei Wang Lingqiao Liu P. Ogunbona Dinggang Shen 64 29 0 23 Jun 2015
A fast PC algorithm for high dimensional causal discovery with multi-core PCs T. Le Tao Hoang Jiuyong Li Lin Liu Huawen Liu 144 146 0 09 Feb 2015
Penalized Estimation of Directed Acyclic Graphs From Discrete Data J. Gu Fei Fu Qing Zhou CML 92 42 0 10 Mar 2014
Concave Penalized Estimation of Sparse Gaussian Bayesian Networks Bryon Aragam Qing Zhou CML 132 107 0 04 Jan 2014