CDR: Conservative Doubly Robust Learning for Debiased Recommendation

Author:

Song Zijie1ORCID,Chen Jiawei1ORCID,Zhou Sheng1ORCID,Shi Qihao2ORCID,Feng Yan1ORCID,Chen Chun1ORCID,Wang Can1ORCID

Affiliation:

1. Zhejiang University, Hangzhou, China

2. Hangzhou City University, Hangzhou, China

Funder

National Natural Science Foundation of China

Starry Night Science Fund of Zhejiang University Shanghai Institute for Advanced Study

National Key Research and Development Program of China

Publisher

ACM

Reference55 articles.

1. Himan Abdollahpouri and Masoud Mansoury . 2020. Multi-sided exposure bias in recommendation. arXiv preprint arXiv:2006.15772 ( 2020 ). Himan Abdollahpouri and Masoud Mansoury. 2020. Multi-sided exposure bias in recommendation. arXiv preprint arXiv:2006.15772 (2020).

2. Yuanchen Bei , Hao Xu , Sheng Zhou , Huixuan Chi , Mengdi Zhang , Zhao Li , and Jiajun Bu . 2023 . CPDG: A Contrastive Pre-Training Method for Dynamic Graph Neural Networks. arXiv preprint arXiv:2307.02813 (2023). Yuanchen Bei, Hao Xu, Sheng Zhou, Huixuan Chi, Mengdi Zhang, Zhao Li, and Jiajun Bu. 2023. CPDG: A Contrastive Pre-Training Method for Dynamic Graph Neural Networks. arXiv preprint arXiv:2307.02813 (2023).

3. Christopher M Bishop and Nasser M Nasrabadi . 2006. Pattern recognition and machine learning . Vol. 4 . Springer . Christopher M Bishop and Nasser M Nasrabadi. 2006. Pattern recognition and machine learning. Vol. 4. Springer.

4. Charles Blundell , Julien Cornebise , Koray Kavukcuoglu , and Daan Wierstra . 2015 . Weight uncertainty in neural network . In International conference on machine learning. PMLR, 1613--1622 . Charles Blundell, Julien Cornebise, Koray Kavukcuoglu, and Daan Wierstra. 2015. Weight uncertainty in neural network. In International conference on machine learning. PMLR, 1613--1622.

5. AutoDebias: Learning to Debias for Recommendation

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