Calibrated Conversion Rate Prediction via Knowledge Distillation under Delayed Feedback in Online Advertising-Reference-Cited by-同舟云学术

Calibrated Conversion Rate Prediction via Knowledge Distillation under Delayed Feedback in Online Advertising

Published:2022-10-17 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 31st ACM International Conference on Information & Knowledge Management
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Author:

Guo Yuyao¹,Li Haoming¹,Ao Xiang¹,Lu Min²,Liu Dapeng²,Xiao Lei²,Jiang Jie²,He Qing¹

Affiliation:

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

2. Tencent, Shenzhen, China

Funder

CCF-Tencent Open Fund

Youth Innovation Promotion Association of the Chinese Academy of Sciences

National Natural Science Foundation of China under Grant

Beijing Nova Program

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3511808.3557557

Reference28 articles.

1. Mariusz Bojarski , Davide Del Testa , Daniel Dworakowski, Bernhard Firner , Beat Flepp, Prasoon Goyal, Lawrence D. Jackel, Mathew Monfort, Urs Muller, Jiakai Zhang, Xin Zhang, Jake Zhao, and Karol Zieba. 2016 . End to End Learning for Self-Driving Cars. CoRR , Vol. abs/ 1604 .07316 (2016). Mariusz Bojarski, Davide Del Testa, Daniel Dworakowski, Bernhard Firner, Beat Flepp, Prasoon Goyal, Lawrence D. Jackel, Mathew Monfort, Urs Muller, Jiakai Zhang, Xin Zhang, Jake Zhao, and Karol Zieba. 2016. End to End Learning for Self-Driving Cars. CoRR, Vol. abs/1604.07316 (2016).

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

3. Yu Chen Jiaqi Jin Hui Zhao Pengjie Wang Guojun Liu Jian Xu and Bo Zheng. 2022. Asymptotically Unbiased Estimation for Delayed Feedback Modeling via Label Correction. In WWW. ACM 369--379. Yu Chen Jiaqi Jin Hui Zhao Pengjie Wang Guojun Liu Jian Xu and Bo Zheng. 2022. Asymptotically Unbiased Estimation for Delayed Feedback Modeling via Label Correction. In WWW. ACM 369--379.

4. Siyu Gu Xiang-Rong Sheng Ying Fan Guorui Zhou and Xiaoqiang Zhu. 2021. Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling. In KDD. ACM 2890--2898. Siyu Gu Xiang-Rong Sheng Ying Fan Guorui Zhou and Xiaoqiang Zhu. 2021. Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling. In KDD. ACM 2890--2898.

5. Chuan Guo , Geoff Pleiss , Yu Sun , and Kilian Q . Weinberger . 2017 . On Calibration of Modern Neural Networks. In ICML (Proceedings of Machine Learning Research , Vol. 70). PMLR, 1321-- 1330 . Chuan Guo, Geoff Pleiss, Yu Sun, and Kilian Q. Weinberger. 2017. On Calibration of Modern Neural Networks. In ICML (Proceedings of Machine Learning Research, Vol. 70). PMLR, 1321--1330.

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