Local Constraint-Based Causal Discovery under Selection Bias

Local Constraint-Based Causal Discovery under Selection Bias

3 March 2022

Philip Versteeg

Joris M. Mooij

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Papers citing "Local Constraint-Based Causal Discovery under Selection Bias"

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Title
Can LLMs Assist Expert Elicitation for Probabilistic Causal Modeling? Olha Shaposhnyk Daria Zahorska Svetlana Yanushkevich 84 0 0 14 Apr 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
Amortized Conditional Independence Testing Bao Duong Nu Hoang T. Nguyen CML 121 0 0 28 Feb 2025
Identifying Selections for Unsupervised Subtask Discovery Yiwen Qiu Yujia Zheng Kun Zhang 49 0 0 28 Oct 2024
Detecting and Identifying Selection Structure in Sequential Data Yujia Zheng Zeyu Tang Yiwen Qiu Bernhard Schölkopf Kun Zhang CML 89 3 0 29 Jun 2024
Local Causal Structure Learning in the Presence of Latent Variables Feng Xie Zheng Li Peng Wu Yan Zeng Chunchen Liu Zhi Geng CML 90 2 0 25 May 2024
Modeling Latent Selection with Structural Causal Models Leihao Chen O. Zoeter Joris M. Mooij AI4CE CML 29 4 0 12 Jan 2024
Towards Practical Federated Causal Structure Learning Zhaoyu Wang Pingchuan Ma Shuai Wang 72 5 0 15 Jun 2023
Discovering Causal Relations and Equations from Data Gustau Camps-Valls Andreas Gerhardus Urmi Ninad Gherardo Varando Georg Martius E. Balaguer-Ballester Ricardo Vinuesa Emiliano Díaz L. Zanna Jakob Runge PINN AI4Cl AI4CE CML 108 77 0 21 May 2023
Local Causal Discovery for Estimating Causal Effects Shantanu Gupta David Benjamin Childers Zachary Chase Lipton CML 70 12 0 16 Feb 2023