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xuanjixiao authored Sep 16, 2023
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Expand Up @@ -32,7 +32,7 @@ OneRec系列推荐算法致力于开辟一个新的技术方向--关注多种信

3) OneRec3_SparseSharing 如何更好的利用点击信号和转化信号。通过彩票理论实现神经元级别的多任务学习,进一步优化cvr的效果。
相关文章:[《OneRec3_LT4REC:基于彩票假设的多任务学习算法》](https://mp.weixin.qq.com/s/4PO6EK3b4VCKO0ibd76C9w)
相关论文:https://arxiv.org/abs/2008.09872
相关论文:https://arxiv.org/abs/2008.09872
【前序】2018CVR多任务工作:[Calibration4CVR:2018年关于“神经元级别共享的多任务CVR”的初探-2018](https://zhuanlan.zhihu.com/p/611453829)
【后续】2023CVR多任务工作:[Click-aware Structure Transfer with Sample Weight Assignment for Post-Click Conversion Rate Estimation](https://arxiv.org/abs/2304.01169), ECML-pkdd 2023.
【后续】2023 用户生命周期视角下的多任务推荐模型 [STAN: Stage-Adaptive Network for Multi-Task Recommendation by Learning User Lifecycle-Based Representation](https://arxiv.org/abs/2306.12232) Recsys2023
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