Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs

30 June 2011

Papers citing "Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs"

10 / 10 papers shown

Title
A continuous Structural Intervention Distance to compare Causal Graphs Mihir Dhanakshirur F. Laumann Junhyung Park Mauricio Barahona CML 19 3 0 31 Jul 2023
On the Interventional Kullback-Leibler Divergence J. Wildberger Siyuan Guo Arnab Bhattacharyya Bernhard Schölkopf OOD CML 21 6 0 10 Feb 2023
Fast Parallel Bayesian Network Structure Learning Jiantong Jiang Zeyi Wen Ajmal Saeed Mian 25 6 0 08 Dec 2022
Learning Neural Causal Models with Active Interventions Nino Scherrer O. Bilaniuk Yashas Annadani Anirudh Goyal Patrick Schwab Bernhard Schölkopf Michael C. Mozer Yoshua Bengio Stefan Bauer Nan Rosemary Ke CML 33 42 0 06 Sep 2021
A Ladder of Causal Distances Maxime Peyrard Robert West CML 13 6 0 05 May 2020
Approximate Causal Abstraction Sander Beckers F. Eberhardt Joseph Y. Halpern 23 50 0 27 Jun 2019
Separators and Adjustment Sets in Causal Graphs: Complete Criteria and an Algorithmic Framework Benito van der Zander Maciej Liskiewicz J. Textor CML 16 34 0 28 Feb 2018
Evaluating Causal Models by Comparing Interventional Distributions Dan Garant David D. Jensen CML 11 11 0 16 Aug 2016
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