Heterogeneous Causal Discovery of Repeated Undesirable Health Outcomes

14 March 2025

Papers citing "Heterogeneous Causal Discovery of Repeated Undesirable Health Outcomes"

9 / 9 papers shown

Title
Unsuitability of NOTEARS for Causal Graph Discovery Marcus Kaiser Maksim Sipos CML 100 66 0 12 Apr 2021
The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data A. Gentzel Dan Garant David D. Jensen CML ELM 54 47 0 11 Oct 2019
Learning Sparse Nonparametric DAGs Xun Zheng Chen Dan Bryon Aragam Pradeep Ravikumar Eric Xing CML 173 261 0 29 Sep 2019
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data David Heckerman D. Geiger D. M. Chickering TPM 121 3,984 0 27 Feb 2013
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 288 638 0 20 Feb 2013
A Transformational Characterization of Equivalent Bayesian Network Structures D. M. Chickering 272 417 0 20 Feb 2013
Order-independent constraint-based causal structure learning Diego Colombo Marloes H. Maathuis CML 132 607 0 14 Nov 2012
Causal Inference on Discrete Data using Additive Noise Models J. Peters Dominik Janzing Bernhard Schölkopf CML 103 158 0 02 Nov 2009
Learning Bayesian Networks with the bnlearn R Package M. Scutari BDL 177 1,739 0 26 Aug 2009