An Improved Sampler for Bayesian Personalized Ranking by Leveraging View Data-Reference-Cited by-同舟云学术

An Improved Sampler for Bayesian Personalized Ranking by Leveraging View Data

Published:2018 Issue: Volume: Page:
ISSN:
Container-title:Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18
language:
Short-container-title:

Author:

Ding Jingtao¹,Feng Fuli²,He Xiangnan²,Yu Guanghui¹,Li Yong¹,Jin Depeng¹

Affiliation:

1. Tsinghua University, Beijing, China

2. National University of Singapore, Singapore, Singapore

Funder

the National Nature Science Foundation of China

research fund of Tsinghua University - Tencent Joint Laboratory for Internet Innovation Technology

Publisher

ACM Press

Reference6 articles.

1. I. Bayer, X. He, B. Kanagal, and S. Rendle. A generic coordinate descent framework for learning from implicit feedback. In WWW, pages 1341--1350, 2017.

2. X. He and T.-S. Chua. Neural factorization machines for sparse predictive analytics. In SIGIR, pages 355--364, 2017.

3. X. He, L. Liao, H. Zhang, L. Nie, X. Hu, and T.-S. Chua. Neural collaborative filtering. In WWW, pages 173--182, 2017.

4. S. Rendle and C. Freudenthaler. Improving pairwise learning for item recommendation from implicit feedback. In WSDM, pages 273--282, 2014.

5. S. Rendle, C. Freudenthaler, Z. Gantner, and L. Schmidt-Thieme. Bpr: Bayesian personalized ranking from implicit feedback. In UAI, pages 452--461, 2009.

Cited by 65 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. ABNS: Association-based negative sampling for collaborative filtering;Expert Systems with Applications;2024-09

2. Does Negative Sampling Matter? a Review With Insights Into its Theory and Applications;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-08

3. Deep recommendation with iteration directional adversarial training;Computing;2024-07-17

4. Denoising Diffusion Recommender Model;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

5. SIGformer: Sign-aware Graph Transformer for Recommendation;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10