Work

Higher Order Cumulants-Based Method for Direct and Efficient Causal Discovery

Year: 2025

Type: article

Source: IEEE Transactions on Neural Networks and Learning Systems

DOI: 10.1109/tnnls.2025.3622148

Authors: Wei Chen, Linjun Peng, Zhiyi Huang, Ruichu Cai, Zhifeng Hao, Kun Zhang

Institutions: Guangdong University of Technology, Shantou University, Carnegie Mellon University

Language: English

Topic: Bayesian Modeling and Causal Inference

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funders: ASHP Research and Education Foundation, National Natural Science Foundation of China, National Science and Technology Major Project, National Institutes of Health, National Outstanding Youth Science Fund Project of National Natural Science Foundation of China, Basic and Applied Basic Research Foundation of Guangdong Province, National Heart, Lung, and Blood Institute

Awards: G167464954, Interpretable graphical models for large multi-modal COPD data (R01HL159805), G5691792714, G6002233377, G6464829129, G7060135305, G8007181506, G8341450228

OpenAlex ID: W4415624381

FWCI: 0.411

Cites: 28

Cited by: 1

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