Augmented Negative Sampling for Collaborative Filtering

Author:

Zhao Yuhan1ORCID,Chen Rui1ORCID,Lai Riwei1ORCID,Han Qilong1ORCID,Song Hongtao1ORCID,Chen Li2ORCID

Affiliation:

1. Harbin Engineering University, China

2. Department of Computer Science, Hong Kong Baptist University, Hong Kong

Funder

National Key R&D Program of China

National Natural Science Foundation of China

Publisher

ACM

Reference45 articles.

1. Yu Bai , Sally Goldman , and Li Zhang . 2017 . Tapas: Two-pass Approximate Adaptive Sampling for Softmax. arXiv preprint arXiv:1707.03073 (2017). Yu Bai, Sally Goldman, and Li Zhang. 2017. Tapas: Two-pass Approximate Adaptive Sampling for Softmax. arXiv preprint arXiv:1707.03073 (2017).

2. Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model

3. Jiawei Chen , Hande Dong , Xiang Wang , Fuli Feng , Meng Wang , and Xiangnan He. 2020. Bias and Debias in Recommender System: Survey and Future Directions. arXiv preprint arXiv:2010.03240 ( 2020 ). Jiawei Chen, Hande Dong, Xiang Wang, Fuli Feng, Meng Wang, and Xiangnan He. 2020. Bias and Debias in Recommender System: Survey and Future Directions. arXiv preprint arXiv:2010.03240 (2020).

4. Learning Recommenders for Implicit Feedback with Importance Resampling

5. Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach

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