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Ancestral Causal Inference

22 June 2016

Joris M. Mooij

Papers citing "Ancestral Causal Inference"

24 / 24 papers shown

Title
Multi-omic Causal Discovery using Genotypes and Gene Expression Stephen Asiedu David Watson CML 45 0 0 21 May 2025
Causal Bayesian Optimization with Unknown Graphs Jean Durand Yashas Annadani Stefan Bauer S. Parbhoo CML 87 0 0 25 Mar 2025
Characterization and Greedy Learning of Gaussian Structural Causal Models under Unknown Interventions Juan L. Gamella Armeen Taeb C. Heinze-Deml Peter Buhlmann CML 187 8 0 13 Mar 2025
When Selection Meets Intervention: Additional Complexities in Causal Discovery Haoyue Dai Ignavier Ng Jianle Sun Zeyu Tang Gongxu Luo Xinshuai Dong Peter Spirtes Kun Zhang CML 116 0 0 10 Mar 2025
Learning to Defer for Causal Discovery with Imperfect Experts Oscar Clivio Divyat Mahajan Perouz Taslakian Sara Magliacane Ioannis Mitliagkas Valentina Zantedeschi Alexandre Drouin CML 166 0 0 18 Feb 2025
Causal Discovery with Fewer Conditional Independence Tests Kirankumar Shiragur Jiaqi Zhang Caroline Uhler CML 56 2 0 03 Jun 2024
Comparative Study of Causal Discovery Methods for Cyclic Models with Hidden Confounders B. Lorbeer Mustafa Mohsen 42 1 0 23 Jan 2024
Shapley-PC: Constraint-based Causal Structure Learning with a Shapley Inspired Framework Fabrizio Russo Francesca Toni 87 0 0 18 Dec 2023
Human-in-the-Loop Causal Discovery under Latent Confounding using Ancestral GFlowNets Tiago da Silva Eliezer de Souza da Silva Adèle H. Ribeiro António Góis Dominik Heider Samuel Kaski Diego Mesquita CML 126 7 0 21 Sep 2023
A Survey on Causal Discovery: Theory and Practice Alessio Zanga Fabio Stella CML 77 45 0 17 May 2023
Local Causal Discovery for Estimating Causal Effects Shantanu Gupta David Benjamin Childers Zachary Chase Lipton CML 70 12 0 16 Feb 2023
BaCaDI: Bayesian Causal Discovery with Unknown Interventions Alexander Hagele Jonas Rothfuss Lars Lorch Vignesh Ram Somnath Bernhard Schölkopf Andreas Krause CML BDL 112 22 0 03 Jun 2022
Causal discovery under a confounder blanket David S. Watson Ricardo M. A. Silva CML 46 3 0 11 May 2022
Hybrid Bayesian network discovery with latent variables by scoring multiple interventions Kiattikun Chobtham Anthony C. Constantinou N. K. Kitson BDL 38 3 0 20 Dec 2021
Definite Non-Ancestral Relations and Structure Learning Wenyu Chen Mathias Drton Ali Shojaie CML 47 1 0 20 May 2021
A Local Method for Identifying Causal Relations under Markov Equivalence Zhuangyan Fang Yue Liu Z. Geng Shengyu Zhu Yangbo He CML 57 13 0 25 Feb 2021
Causal Bandits without prior knowledge using separating sets A. D. Kroon Danielle Belgrave Joris M. Mooij CML 40 23 0 16 Sep 2020
Towards Robust Relational Causal Discovery Sanghack Lee Vasant Honavar 72 9 0 05 Dec 2019
ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions Zhalama Zhalama Jiji Zhang F. Eberhardt W. Mayer Mark Junjie Li 34 7 0 06 Jun 2019
Constraint-based Causal Discovery for Non-Linear Structural Causal Models with Cycles and Latent Confounders Patrick Forré Joris M. Mooij CML 84 56 0 09 Jul 2018
Using Noisy Extractions to Discover Causal Knowledge Dhanya Sridhar Jay Pujara Lise Getoor 37 1 0 16 Nov 2017
The Inflation Technique Completely Solves the Causal Compatibility Problem M. Navascués Elie Wolfe 61 35 0 20 Jul 2017
Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions Sara Magliacane T. V. Ommen Tom Claassen Stephan Bongers Philip Versteeg Joris M. Mooij OOD CML 131 237 0 20 Jul 2017
Joint Causal Inference from Multiple Contexts Joris M. Mooij Sara Magliacane Tom Claassen CML 142 15 0 30 Nov 2016