Unbiased Learning for the Causal Effect of Recommendation

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Unbiased Learning for the Causal Effect of Recommendation

11 August 2020

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Papers citing "Unbiased Learning for the Causal Effect of Recommendation"

19 / 19 papers shown

Title
Causal-Invariant Cross-Domain Out-of-Distribution Recommendation Jiajie Zhu Yan Wang Feng Zhu Pengfei Ding Hongyang Liu Zhu Sun OODD 81 0 0 22 May 2025
Generative Diffusion Models for Sequential Recommendations Sharare Zolghadr Ole Winther Paul Jeha DiffM 63 1 0 25 Oct 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 155 1 0 17 Oct 2024
A Unified Causal Framework for Auditing Recommender Systems for Ethical Concerns Vibhhu Sharma Shantanu Gupta Nil-Jana Akpinar Zachary C. Lipton Liu Leqi CML MLAU 39 0 0 20 Sep 2024
Causal Deconfounding via Confounder Disentanglement for Dual-Target Cross-Domain Recommendation Jiajie Zhu Yan Wang Feng Zhu Zhu Sun CML 167 2 0 17 Apr 2024
Automatic Feature Fairness in Recommendation via Adversaries Hengchang Hu Yiming Cao Zhankui He Samson Tan Min-Yen Kan AAML FaML 26 2 0 27 Sep 2023
Diffusion Recommender Model Wenjie Wang Yiyan Xu Fuli Feng Xinyu Lin Xiangnan He Tat-Seng Chua DiffM 46 123 0 11 Apr 2023
Uncertainty Calibration for Counterfactual Propensity Estimation in Recommendation Wenbo Hu Xin Sun Qiang liu Wenbo Hu Shu Wu 126 1 0 23 Mar 2023
Cross-Dataset Propensity Estimation for Debiasing Recommender Systems Fengyu Li Sarah Dean 16 0 0 22 Dec 2022
Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders Xiaohan Li Zheng Liu Luyi Ma Kaushiki Nag Stephen D. Guo Philip Yu Kannan Achan CML 50 6 0 16 Nov 2022
Dynamic Causal Collaborative Filtering Shuyuan Xu Juntao Tan Zuohui Fu Jianchao Ji Shelby Heinecke Yongfeng Zhang 100 17 0 23 Aug 2022
The Bandwagon Effect: Not Just Another Bias N. Knyazev Harrie Oosterhuis CML 33 7 0 25 Jun 2022
RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring Qiang Liu Yingtao Luo Shu Wu Zhen Zhang Xiangnan Yue Hong Jin Liang Wang 79 9 0 01 Jun 2022
StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random Haoxuan Li Chunyuan Zheng Peng Wu 93 50 0 10 May 2022
Deep Causal Reasoning for Recommendations Yaochen Zhu Jing Yi Jiayi Xie Zhenzhong Chen CML BDL 77 10 0 06 Jan 2022
Online Evaluation Methods for the Causal Effect of Recommendations Masahiro Sato CML 16 7 0 14 Jul 2021
Deconfounded Video Moment Retrieval with Causal Intervention Xun Yang Fuli Feng Wei Ji Meng Wang Tat-Seng Chua CML VGen 82 190 0 03 Jun 2021
Causal Collaborative Filtering Shuyuan Xu Yingqiang Ge Yunqi Li Zuohui Fu Xu Chen Yongfeng Zhang CML 114 48 0 03 Feb 2021
Causality-Aware Neighborhood Methods for Recommender Systems Masahiro Sato S. Takemori Janmajay Singh Qian Zhang BDL CML 16 7 0 17 Dec 2020