Comparative Benchmarking of Causal Discovery Techniques

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Comparative Benchmarking of Causal Discovery Techniques

18 August 2017

Gautam M. Shroff

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Papers citing "Comparative Benchmarking of Causal Discovery Techniques"

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Title
Assumption violations in causal discovery and the robustness of score matching Francesco Montagna Atalanti A. Mastakouri Elias Eulig Nicoletta Noceti Lorenzo Rosasco Dominik Janzing Bryon Aragam Francesco Locatello OOD 82 18 0 20 Oct 2023
A continuous Structural Intervention Distance to compare Causal Graphs Mihir Dhanakshirur F. Laumann Junhyung Park Mauricio Barahona CML 45 4 0 31 Jul 2023
A survey of Bayesian Network structure learning N. K. Kitson Anthony C. Constantinou Zhi-gao Guo Yang Liu Kiattikun Chobtham CML 106 198 0 23 Sep 2021
A Fast PC Algorithm with Reversed-order Pruning and A Parallelization Strategy Kai Zhang Chao Tian Kun Zhang Todd Johnson Xiaoqian Jiang CML 67 4 0 10 Sep 2021
A Ladder of Causal Distances Maxime Peyrard Robert West CML 65 6 0 05 May 2020
Uncovering life-course patterns with causal discovery and survival analysis B. Kostić R. C. D. Sourd Stephane Hess J. Scheiner Christian Holz-Rau Francisco Câmara Pereira CML 11 1 0 30 Jan 2020