Causal discovery under a confounder blanket

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Causal discovery under a confounder blanket

11 May 2022

David S. Watson

Ricardo M. A. Silva

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Papers citing "Causal discovery under a confounder blanket"

9 / 9 papers shown

Title
Multi-omic Causal Discovery using Genotypes and Gene Expression Stephen Asiedu David Watson CML 38 0 0 21 May 2025
A Weaker Faithfulness Assumption based on Triple Interactions Alexander Marx Arthur Gretton Joris M. Mooij 76 15 0 27 Oct 2020
Ancestral Causal Inference Sara Magliacane Tom Claassen Joris M. Mooij CML 114 63 0 22 Jun 2016
Order-independent constraint-based causal structure learning Diego Colombo Marloes H. Maathuis CML 132 607 0 14 Nov 2012
Large-Sample Learning of Bayesian Networks is NP-Hard D. M. Chickering Christopher Meek David Heckerman BDL 142 794 0 19 Oct 2012
Geometry of the faithfulness assumption in causal inference Caroline Uhler Garvesh Raskutti Peter Buhlmann B. Yu 139 222 0 02 Jul 2012
A Logical Characterization of Constraint-Based Causal Discovery Tom Claassen Tom Heskes CML 108 39 0 14 Feb 2012
Variable selection with error control: Another look at Stability Selection Rajen Dinesh Shah R. Samworth 102 357 0 27 May 2011
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 132 467 0 29 Apr 2011