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A Two-Stage Pretraining-Finetuning Framework for Treatment Effect Estimation with Unmeasured Confounding

Year: 2025

Type: conference-paper

Source: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI: 10.1145/3690624.3709161

Authors: Chuan Zhou, Yaxuan Li, Chunyuan Zheng, Haiteng Zhang, Min Zhang, Haoxuan Li, Mingming Gong

Institutions: Peking University, Mohamed bin Zayed University of Artificial Intelligence, Chinese Academy of Sciences, Academy of Mathematics and Systems Science, East China Normal University, The University of Melbourne

Language: English

Topic: Advanced Causal Inference Techniques

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: closed

OpenAlex ID: W4409149957

FWCI: 48.5

Cites: 46

Cited by: 11

Related to: 10