Masked Multi-Domain Network: Multi-Type and Multi-Scenario Conversion Rate Prediction with a Single Model

Author:

Ouyang Wentao1ORCID,Zhang Xiuwu1ORCID,Guo Chaofeng1ORCID,Ren Shukui1ORCID,Sui Yupei1ORCID,Zhang Kun1ORCID,Luo Jinmei1ORCID,Chen Yunfeng1ORCID,Xu Dongbo1ORCID,Liu Xiangzheng1ORCID,Du Yanlong1ORCID

Affiliation:

1. Alibaba Group, Beijing, China

Publisher

ACM

Reference32 articles.

1. Mart'in Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , 2016 . Tensorflow: A system for large-scale machine learning . In 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI). USENIX, 265--283 . Mart'in Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, et al. 2016. Tensorflow: A system for large-scale machine learning. In 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI). USENIX, 265--283.

2. Estimating rates of rare events with multiple hierarchies through scalable log-linear models

3. GMCM: Graph-based Micro-behavior Conversion Model for Post-click Conversion Rate Estimation

4. Towards Universal Cross-Domain Recommendation

5. Rich Caruana . 1997. Multitask learning. Machine learning , Vol. 28 , 1 ( 1997 ), 41--75. Rich Caruana. 1997. Multitask learning. Machine learning, Vol. 28, 1 (1997), 41--75.

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