读透xdeepfm: Combining explicit and implicit feature interactions for recommender systems

读透xdeepfm: Combining explicit and implicit feature interactions for recommender systems

Lian, Jianxun, et al. "xdeepfm: Combining explicit and implicit feature interactions for recommender systems."Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. ACM, 2018.

1.论文解读

yymWater:广告领域模型发展梳理以及最新模型xDeepFM解读 (2018.4-49)

JoeWang:xDeepFM (2018.6-12)

影随风ysf:xDeepFM (2018.7-5)

微软亚洲研究院:KDD 2018 推荐系统特征构建新进展:极深因子分解机模型 (2018.8-74)

梁勇:推荐系统遇上深度学习(二十二)--DeepFM升级版XDeepFM模型强势来袭! (2018.10-58)

Zero:论文阅读: xDeepFM (2018.12-22)

刺猬:xDeepFM:名副其实的 ”Deep” Factorization Machine (2019.3-293)

深圳吴彦祖:XDeepFM----左边跟我撸个CIN,右边画一个DNN (2019.9-43)

鱼丸:[CTR预估] xDeepFM模型 (2019.11-21)

久之:xDeepFM (2019.12-1)

Dadada:推荐系统系列(十一):xDeepFM理论与实践 (2020.1-28)

谁动了我的炼丹炉:一文读懂xDeepFM (2020.3-15)

俊俊:[深度模型] xDeepFM: DeepFM和Deep Cross Network大升级 (2020.6-8)

无证骑士:论文阅读笔记(xDeepFM) (2020.7)

潜心:KDD2018|xDeepFM---采用显示的高阶特征交互网络CIN,附TF2.x复现 (2020.10-8)

Jesse:(读论文)推荐系统之ctr预估-XDeepFM模型解析 (2020.10-22)

李见黎:【微软2018】推荐系统组合显示和隐式特征交叉模型(xDeepFM) (2020.11-1)

黄志超:浅谈Compressed Interaction Network (2020.11)

jessie:DeepCTR系列整理-xDeepFM (2021.1-1)

珍妮的选择:xDeepFM 网络介绍与源码浅析 (2021.1)

爱晒太阳的小白猫:【论文笔记日更04】理解xDeepFM模型 (2021.2-1)

2.代码实现

djwang:xDeepFM核心代码分析 (2020.11-1)

发布于 2021-03-28 17:49