End-to-End Inventory Prediction and Contract Allocation for Guaranteed Delivery Advertising

Author:

Mao Wuyang1ORCID,Liu Chuanren2ORCID,Huang Yundu1ORCID,Zu Zhonglin3ORCID,Harshvardhan M2ORCID,Wang Liang1ORCID,Zheng Bo1ORCID

Affiliation:

1. Alibaba Group, Beijing, China

2. The University of Tennessee, Knoxville, USA

3. Alibaba Group, Hangzhou, China

Publisher

ACM

Reference25 articles.

1. Martin Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , Manjunath Kudlur , Josh Levenberg , Rajat Monga , Sherry Moore , Derek G. Murray , Benoit Steiner , Paul Tucker , Vijay Vasudevan , Pete Warden , Martin Wicke , Yuan Yu , and Xiaoqiang Zheng . 2016 . TensorFlow: A system for large-scale machine learning . In 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16) . 265--283. https://www.usenix.org/system/files/conference/osdi16/osdi16-abadi.pdf Martin Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek G. Murray, Benoit Steiner, Paul Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2016. TensorFlow: A system for large-scale machine learning. In 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16). 265--283. https://www.usenix.org/system/files/conference/osdi16/osdi16-abadi.pdf

2. Brandon Amos and J Zico Kolter . 2017 . Optnet: Differentiable optimization as a layer in neural networks . In International Conference on Machine Learning. PMLR, 136--145 . Brandon Amos and J Zico Kolter. 2017. Optnet: Differentiable optimization as a layer in neural networks. In International Conference on Machine Learning. PMLR, 136--145.

3. SHALE

4. Structured Graph Convolutional Networks with Stochastic Masks for Recommender Systems

5. Ad serving using a compact allocation plan

Cited by 2 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. An Efficient Local Search Algorithm for Large GD Advertising Inventory Allocation with Multilinear Constraints;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. Bi-Objective Contract Allocation for Guaranteed Delivery Advertising;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

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