False Negative Sample Aware Negative Sampling for Recommendation

Author:

Chen Liguo,Gong Zhigang,Xie Hong,Zhou Mingqiang

Publisher

Springer Nature Singapore

Reference21 articles.

1. Chen, C., Ma, W., Zhang, M., Wang, C., Liu, Y., Ma, S.: Revisiting negative sampling vs. non-sampling in implicit recommendation. ACM TOIS 41(1), 1–25 (2023)

2. Chen, T., Sun, Y., Shi, Y., Hong, L.: On sampling strategies for neural network-based collaborative filtering. In: ACM KDD, pp. 767–776 (2017)

3. Ding, J., Quan, Y., He, X., Li, Y., Jin, D.: Reinforced negative sampling for recommendation with exposure data. In: IJCAI, pp. 2230–2236 (2019)

4. Ding, J., Quan, Y., Yao, Q., Li, Y., Jin, D.: Simplify and robustify negative sampling for implicit collaborative filtering. In: NIPS, pp. 1094–1105 (2020)

5. Esmeli, R., Bader-El-Den, M., Abdullahi, H., Henderson, D.: Implicit feedback awareness for session based recommendation in e-commerce. Springer CS 4(3), 320 (2023)

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