Causal Discovery under Off-Target Interventions

13 February 2024

Papers citing "Causal Discovery under Off-Target Interventions"

10 / 10 papers shown

Title
New metrics and search algorithms for weighted causal DAGs Davin Choo Kirankumar Shiragur CML 58 1 0 08 May 2023
D'ya like DAGs? A Survey on Structure Learning and Causal Discovery M. Vowels Necati Cihan Camgöz Richard Bowden CML 109 300 0 03 Mar 2021
Active Structure Learning of Causal DAGs via Directed Clique Tree C. Squires Sara Magliacane Kristjan Greenewald Dmitriy A. Katz Murat Kocaoglu Karthikeyan Shanmugam CML 99 34 0 01 Nov 2020
Experimental Design for Cost-Aware Learning of Causal Graphs Erik M. Lindgren Murat Kocaoglu A. Dimakis S. Vishwanath CML 50 37 0 28 Oct 2018
Cost-Optimal Learning of Causal Graphs Murat Kocaoglu A. Dimakis S. Vishwanath CML 93 68 0 08 Mar 2017
Learning Causal Graphs with Small Interventions Karthikeyan Shanmugam Murat Kocaoglu A. Dimakis S. Vishwanath CML 96 106 0 30 Oct 2015
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data David Heckerman D. Geiger D. M. Chickering TPM 105 3,981 0 27 Feb 2013
A Transformational Characterization of Equivalent Bayesian Network Structures D. M. Chickering 251 417 0 20 Feb 2013
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 120 465 0 29 Apr 2011
Learning Bayesian Networks with the bnlearn R Package M. Scutari BDL 161 1,733 0 26 Aug 2009