【論文解讀 KDD 2018 | PinSage】Graph Convolutional Neural Networks for Web-Scale Recommender Systems
論文鏈接：https://arxiv.org/abs/1806.01973 論文來源：KDD 2018 斯坦福大學, Pinterest 關鍵詞：GCN，推薦系統，web-scale，PinSage 本文在GraphSAGE基礎上進行改進（去掉了需要將整張圖存儲到內存中的限制），提出PinSage模型，成功在Pinterest的推薦系統上得到了應用，第一個將圖卷積（GCN）在超大規模數據集上實現落
相關文章
- 1. Graph Convolutional Neural Networks for Web-Scale Recommender Systems
- 2. Knowledge Graph Convolutional Networks for Recommender Systems
- 3. Graph Convolutional Neural Networks for Web-Scale Recommender Systems閱讀筆記
- 4. 論文閱讀：Knowledge Graph Convolutional Networks for Recommender Systems
- 5. 閱讀總結：《Graph Convolutional Neural Networks for Web-Scale Recommender Systems》
- 6. Side Information-Knowledge Graph Convolutional Networks for Recommender Systems閱讀筆記
- 7. Paper Notes: Graph Convolutional Neural Networks for Web-Scale Recommender Systemste
- 8. 論文解讀：Graph Convolutional Networks for Text Classifification
- 9. Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization
- 10. 【論文解讀 CIKM 2018 | GEM】Heterogeneous Graph Neural Networks for Malicious Account Detection
- 更多相關文章...
- • C# 文本文件的讀寫 - C#教程
- • ARP報文格式詳解 - TCP/IP教程
- • JDK13 GA發佈：5大特性解讀
- • Scala 中文亂碼解決
相關標籤/搜索
每日一句
-
每一个你不满意的现在，都有一个你没有努力的曾经。
歡迎關注本站公眾號,獲取更多信息
相關文章
- 1. Graph Convolutional Neural Networks for Web-Scale Recommender Systems
- 2. Knowledge Graph Convolutional Networks for Recommender Systems
- 3. Graph Convolutional Neural Networks for Web-Scale Recommender Systems閱讀筆記
- 4. 論文閱讀：Knowledge Graph Convolutional Networks for Recommender Systems
- 5. 閱讀總結：《Graph Convolutional Neural Networks for Web-Scale Recommender Systems》
- 6. Side Information-Knowledge Graph Convolutional Networks for Recommender Systems閱讀筆記
- 7. Paper Notes: Graph Convolutional Neural Networks for Web-Scale Recommender Systemste
- 8. 論文解讀：Graph Convolutional Networks for Text Classifification
- 9. Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization
- 10. 【論文解讀 CIKM 2018 | GEM】Heterogeneous Graph Neural Networks for Malicious Account Detection