推荐系统之多目标学习
复现推荐系统中经典的多目标模型,现阶段仓库代码不完善,本人正在不断查漏补缺中
经典模型
SharedBottom
论文地址:An Overview of Multi-Task Learning in Deep Neural Networks
参考代码:DeepCTR
ESMM
论文地址:Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate
参考代码:DeepCTR
MMoE
论文地址:Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts
参考代码:DeepCTR
PLE
参考代码:DeepCTR