Conditional Instrumental Variable Regression with Representation Learning for Causal Inference

3 October 2023

Papers citing "Conditional Instrumental Variable Regression with Representation Learning for Causal Inference"

4 / 4 papers shown

Title
Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models Vy Nguyen Ziqi Xu J. Chan Estrid He Feng Xia Xiuzhen Zhang 108 0 0 21 Nov 2025
Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment Bo Zhao Yinghao Zhang Ziqi Xu Yongli Ren Xiuzhen Zhang R. Luo Zaiwen Feng Feng Xia KELM LRM 133 0 0 23 Aug 2025
Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender SystemsInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Zhirong Huang Shichao Zhang Debo Cheng Lin Liu Guangquan Lu Shichao Zhang CML 195 2 0 19 Aug 2024
Instrumental Variables in Causal Inference and Machine Learning: A SurveyACM Computing Surveys (ACM CSUR), 2022 Anpeng Wu Kun Kuang Ruoxuan Xiong Leilei Gan SyDa CML 218 12 0 12 Dec 2022