Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback-Reference-Cited by-同舟云学术

Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback

Published:2021-07-11 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval
language:
Short-container-title:

Author:

Li Haoming¹,Pan Feiyang¹,Ao Xiang¹,Yang Zhao¹,Lu Min²,Pan Junwei²,Liu Dapeng²,Xiao Lei²,He Qing¹

Affiliation:

1. Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China

2. Tencent, Shenzhen, China

Funder

National Key Research and Development Program of China

Tencent

National Natural Science Foundation of China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3404835.3463045

Reference26 articles.

1. Deepak Agarwal Rahul Agrawal Rajiv Khanna and Nagaraj Kota. 2010. Estimating rates of rare events with multiple hierarchies through scalable log-linear models. In KDD. 213--222. Deepak Agarwal Rahul Agrawal Rajiv Khanna and Nagaraj Kota. 2010. Estimating rates of rare events with multiple hierarchies through scalable log-linear models. In KDD. 213--222.

2. Peter L Bartlett Elad Hazan and Alexander Rakhlin. 2007. Adaptive online gradient descent. In NeurIPS. 65--72. Peter L Bartlett Elad Hazan and Alexander Rakhlin. 2007. Adaptive online gradient descent. In NeurIPS. 65--72.

3. A Model of Inductive Bias Learning

4. Olivier Chapelle. 2014. Modeling delayed feedback in display advertising. In KDD. 1097--1105. Olivier Chapelle. 2014. Modeling delayed feedback in display advertising. In KDD. 1097--1105.

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Leveraging Post-Click User Behaviors for Calibrated Conversion Rate Prediction Under Delayed Feedback in Online Advertising;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21

2. Unbiased Delayed Feedback Label Correction for Conversion Rate Prediction;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

3. Online Conversion Rate Prediction via Neural Satellite Networks in Delayed Feedback Advertising;Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval;2023-07-18

4. Freshness or Accuracy, Why Not Both? Addressing Delayed Feedback via Dynamic Graph Neural Networks;2023 IEEE International Conference on Web Services (ICWS);2023-07

5. Multilevel Residual Prophet Network Time Series Model for Prediction of Irregularities on High-Speed Railway Track;Journal of Transportation Engineering, Part A: Systems;2023-04