Incorporating Causal Prior Knowledge as Path-Constraints in Bayesian Networks and Maximal Ancestral Graphs

27 June 2012

Papers citing "Incorporating Causal Prior Knowledge as Path-Constraints in Bayesian Networks and Maximal Ancestral Graphs"

5 / 5 papers shown

Title
A survey of Bayesian Network structure learning N. K. Kitson Anthony C. Constantinou Zhi-gao Guo Yang Liu Kiattikun Chobtham CML 15 181 0 23 Sep 2021
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems Laura von Rueden S. Mayer Katharina Beckh B. Georgiev Sven Giesselbach ... Rajkumar Ramamurthy Michal Walczak Jochen Garcke Christian Bauckhage Jannis Schuecker 17 626 0 29 Mar 2019
Ancestral Causal Inference Sara Magliacane Tom Claassen Joris M. Mooij CML 14 61 0 22 Jun 2016
Scoring and Searching over Bayesian Networks with Causal and Associative Priors Giorgos Borboudakis Ioannis Tsamardinos CML 45 14 0 09 Aug 2014
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 216 626 0 20 Feb 2013