Intelligent Request Strategy Design in Recommender System

Author:

Qian Xufeng1,Xu Yue1,Lv Fuyu1,Zhang Shengyu2,Jiang Ziwen1,Liu Qingwen1,Zeng Xiaoyi1,Chua Tat-Seng3,Wu Fei4

Affiliation:

1. Alibaba Group, Hangzhou, China

2. Institute of Artificial Intelligence, Zhejiang University, Hangzhou, China

3. National University of Singapore, Singapore, Singapore

4. Shanghai Institute for Advanced Study of Zhejiang University, Shanghai AI Laboratory, Shanghai, China

Funder

Starry Night Science Fund of Zhejiang University Shanghai Institute for Advanced Study

Publisher

ACM

Reference45 articles.

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2. Susan Athey and Guido W Imbens . 2015. Machine learning methods for estimating heterogeneous causal effects. stat , Vol. 1050 , 5 ( 2015 ), 1--26. Susan Athey and Guido W Imbens. 2015. Machine learning methods for estimating heterogeneous causal effects. stat, Vol. 1050, 5 (2015), 1--26.

3. Zeyuan Chen , Jiangchao Yao , Feng Wang , Kunyang Jia , Bo Han , Wei Zhang , and Hongxia Yang . 2021. MCtextdollar^ 2textdollar-SF : Slow-Fast Learning for Mobile-Cloud Collaborative Recommendation. CoRR , Vol. abs/ 2109 .12314 ( 2021 ). Zeyuan Chen, Jiangchao Yao, Feng Wang, Kunyang Jia, Bo Han, Wei Zhang, and Hongxia Yang. 2021. MCtextdollar^ 2textdollar-SF: Slow-Fast Learning for Mobile-Cloud Collaborative Recommendation. CoRR, Vol. abs/2109.12314 (2021).

4. Kyunghyun Cho , Bart Van Merriënboer , Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014 . Learning phrase representations using RNN encoder-decoder for statistical machine translation. arXiv preprint arXiv:1406.1078 (2014). Kyunghyun Cho, Bart Van Merriënboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014. Learning phrase representations using RNN encoder-decoder for statistical machine translation. arXiv preprint arXiv:1406.1078 (2014).

5. Paul Covington Jay Adams and Emre Sargin. 2016. Deep Neural Networks for YouTube Recommendations.. In RecSys. Paul Covington Jay Adams and Emre Sargin. 2016. Deep Neural Networks for YouTube Recommendations.. In RecSys.

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