Deconfounded Causal Collaborative Filtering

Deconfounded Causal Collaborative Filtering

14 October 2021

Juntao Tan

Shelby Heinecke

Papers citing "Deconfounded Causal Collaborative Filtering"

10 / 10 papers shown

Title
Causal Disentanglement for Regulating Social Influence Bias in Social Recommendation Li Wang Min Xu Quangui Zhang Yunxiao Shi Qiang Wu CML 21 1 0 06 Mar 2024
Towards a Theoretical Understanding of Two-Stage Recommender Systems Amit Kumar Jaiswal 13 2 0 23 Feb 2024
Causal Learning for Trustworthy Recommender Systems: A Survey Jin Li Shoujin Wang Qi Zhang LongBing Cao Fang Chen Xiuzhen Zhang Dietmar Jannach Charu C. Aggarwal CML 27 1 0 13 Feb 2024
The Effect of Human v/s Synthetic Test Data and Round-tripping on Assessment of Sentiment Analysis Systems for Bias Kausik Lakkaraju Aniket Gupta Biplav Srivastava Marco Valtorta Dezhi Wu 24 2 0 15 Jan 2024
Robust Collaborative Filtering to Popularity Distribution Shift An Zhang Wenchang Ma Jingnan Zheng Xiang Wang Tat-Seng Chua 11 18 0 16 Oct 2023
Advances in Automatically Rating the Trustworthiness of Text Processing Services Biplav Srivastava Kausik Lakkaraju Mariana Bernagozzi Marco Valtorta 12 6 0 04 Feb 2023
Rating Sentiment Analysis Systems for Bias through a Causal Lens Kausik Lakkaraju Biplav Srivastava Marco Valtorta 13 7 0 04 Feb 2023
Dynamic Causal Collaborative Filtering Shuyuan Xu Juntao Tan Zuohui Fu Jianchao Ji Shelby Heinecke Yongfeng Zhang 11 17 0 23 Aug 2022
Fairness in Recommendation: Foundations, Methods and Applications Yunqi Li H. Chen Shuyuan Xu Yingqiang Ge Juntao Tan Shuchang Liu Yongfeng Zhang FaML OffRL 93 41 0 26 May 2022
Deep Causal Reasoning for Recommendations Yaochen Zhu Jing Yi Jiayi Xie Zhenzhong Chen CML BDL 17 10 0 06 Jan 2022