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A Local Method for Identifying Causal Relations under Markov Equivalence
v1v2 (latest)

A Local Method for Identifying Causal Relations under Markov Equivalence

Artificial Intelligence (AI), 2021
25 February 2021
Zhuangyan Fang
Yue Liu
Z. Geng
Shengyu Zhu
Yangbo He
    CML
ArXiv (abs)PDFHTMLGithub

Papers citing "A Local Method for Identifying Causal Relations under Markov Equivalence"

6 / 6 papers shown
Local Causal Discovery for Statistically Efficient Causal Inference
Local Causal Discovery for Statistically Efficient Causal Inference
Mátyás Schubert
Tom Claassen
Sara Magliacane
CML
181
0
0
16 Oct 2025
Local Causal Discovery with Background Knowledge
Local Causal Discovery with Background Knowledge
Qingyuan Zheng
Yue Liu
Yangbo He
CML
211
1
0
15 Aug 2024
Coordinated Multi-Neighborhood Learning on a Directed Acyclic Graph
Coordinated Multi-Neighborhood Learning on a Directed Acyclic Graph
Stephen Smith
Qing Zhou
GNNCML
264
1
0
24 May 2024
Towards Human-like Perception: Learning Structural Causal Model in
  Heterogeneous Graph
Towards Human-like Perception: Learning Structural Causal Model in Heterogeneous GraphInformation Processing & Management (IPM), 2023
Tianqianjin Lin
Kaisong Song
Zhuoren Jiang
Yangyang Kang
Weikang Yuan
Xurui Li
Changlong Sun
Cui Huang
Xiaozhong Liu
299
13
0
10 Dec 2023
On the Representation of Pairwise Causal Background Knowledge and Its Applications in Causal Inference
On the Representation of Pairwise Causal Background Knowledge and Its Applications in Causal Inference
Zhuangyan Fang
Ruiqi Zhao
Yue Liu
Yangbo He
296
5
0
10 Jul 2022
Counterfactual Fairness with Partially Known Causal Graph
Counterfactual Fairness with Partially Known Causal GraphNeural Information Processing Systems (NeurIPS), 2022
Aoqi Zuo
Susan Wei
Tongliang Liu
Bo Han
Kun Zhang
Biwei Huang
OODFaML
281
26
0
27 May 2022
1
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