Meta Graph Learning for Long-tail Recommendation

Author:

Wei Chunyu1ORCID,Liang Jian2ORCID,Liu Di3ORCID,Dai Zehui3ORCID,Li Mang4ORCID,Wang Fei5ORCID

Affiliation:

1. Tsinghua University, Beijing, China

2. Independent Researcher, Beijing, China

3. Alibaba Group, Beijing, China

4. Alibaba Group, Hangzhou, China

5. Cornell University, New York, USA

Publisher

ACM

Reference58 articles.

1. Controlling Popularity Bias in Learning-to-Rank Recommendation

2. Role-based Graph Embeddings

3. David C. Anastasiu and George Karypis. 2015. L2Knng: Fast Exact K-Nearest Neighbor Graph Construction with L2-Norm Pruning . In Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015 , Melbourne, VIC, Australia, October 19 - 23 , 2015 , , James Bailey, Alistair Moffat, Charu C. Aggarwal, Maarten de Rijke, Ravi Kumar, Vanessa Murdock, Timos K. Sellis, and Jeffrey Xu Yu (Eds.). ACM, 791--800. David C. Anastasiu and George Karypis. 2015. L2Knng: Fast Exact K-Nearest Neighbor Graph Construction with L2-Norm Pruning. In Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015, , James Bailey, Alistair Moffat, Charu C. Aggarwal, Maarten de Rijke, Ravi Kumar, Vanessa Murdock, Timos K. Sellis, and Jeffrey Xu Yu (Eds.). ACM, 791--800.

4. Alex Beutel , Ed Huai-hsin Chi , Zhiyuan Cheng , Hubert Pham , and John R. Anderson . 2017. Beyond Globally Optimal: Focused Learning for Improved Recommendations . In Proceedings of the 26th International Conference on World Wide Web, WWW 2017 , Perth, Australia, April 3--7 , 2017 , Rick Barrett, Rick Cummings, Eugene Agichtein, and Evgeniy Gabrilovich (Eds.). ACM, 203--212. Alex Beutel, Ed Huai-hsin Chi, Zhiyuan Cheng, Hubert Pham, and John R. Anderson. 2017. Beyond Globally Optimal: Focused Learning for Improved Recommendations. In Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3--7, 2017, Rick Barrett, Rick Cummings, Eugene Agichtein, and Evgeniy Gabrilovich (Eds.). ACM, 203--212.

5. SMOTE: Synthetic Minority Over-sampling Technique

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