TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased
Recommendations

TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations

19 March 2022

Papers citing "TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations"

12 / 12 papers shown

Title
Adaptive Learning on User Segmentation: Universal to Specific Representation via Bipartite Neural Interaction Jue Chen Yongxin Deng Chao Qu Siqiao Xue Xiaoming Shi James Zhang Xihe Qiu 66 2 0 23 Sep 2024
Debiased Recommendation with Noisy Feedback Haoxuan Li Chunyuan Zheng Wenjie Wang Hao Wang Fuli Feng Xiao-Hua Zhou 48 7 0 24 Jun 2024
Poisoning Attacks and Defenses in Recommender Systems: A Survey Zongwei Wang Junliang Yu Min Gao Wei Yuan Guanhua Ye S. Sadiq Hongzhi Yin AAML 49 6 0 03 Jun 2024
Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random Mingming Ha Xuewen Tao Wenfang Lin Qionxu Ma Wujiang Xu Lin Chen 33 1 0 24 May 2024
MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation Min Zhang Haoxuan Li Fei Wu Kun Kuang OODD 34 12 0 30 Apr 2024
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference Haoxuan Li Chunyuan Zheng Sihao Ding Peng Wu Zhi Geng Fuli Feng Xiangnan He CML 47 9 0 30 Apr 2024
Debiased Collaborative Filtering with Kernel-Based Causal Balancing Haoxuan Li Chunyuan Zheng Yanghao Xiao Peng Wu Zhi Geng Xu Chen Peng Cui CML 57 18 0 30 Apr 2024
Doubly Calibrated Estimator for Recommendation on Data Missing Not At Random Wonbin Kweon Hwanjo Yu 47 13 0 26 Feb 2024
CDR: Conservative Doubly Robust Learning for Debiased Recommendation Zijie Song Jiawei Chen Sheng Zhou Qihao Shi Yan Feng Chun-Yen Chen C. Wang 38 17 0 13 Aug 2023
Pareto Invariant Representation Learning for Multimedia Recommendation Shanshan Huang Haoxuan Li Qingsong Li Chunyuan Zheng Li Liu CML 32 12 0 09 Aug 2023
Balancing Unobserved Confounding with a Few Unbiased Ratings in Debiased Recommendations Haoxuan Li Yanghao Xiao Chunyuan Zheng Peng Wu CML 34 49 0 17 Apr 2023
StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random Haoxuan Li Chunyuan Zheng Peng Wu 29 44 0 10 May 2022