Online Matching: A Real-time Bandit System for Large-scale Recommendations

Author:

Yi Xinyang1ORCID,Wang Shao-Chuan2ORCID,He Ruining1ORCID,Chandrasekaran Hariharan2ORCID,Wu Charles2ORCID,Heldt Lukasz2ORCID,Hong Lichan1ORCID,Chen Minmin1ORCID,Chi Ed H.1ORCID

Affiliation:

1. Google Deepmind, USA

2. Google Inc, USA

Publisher

ACM

Reference31 articles.

1. StreamRec

2. How algorithmic confounding in recommendation systems increases homogeneity and decreases utility

3. Fay Chang , Jeffrey Dean , Sanjay Ghemawat , Wilson  C. Hsieh , Deborah  A. Wallach , Mike Burrows , Tushar Chandra , Andrew Fikes , and Robert  E. Gruber . 2006 . Bigtable: A Distributed Storage System for Structured Data. In 7th USENIX Symposium on Operating Systems Design and Implementation (OSDI). 205–218 . Fay Chang, Jeffrey Dean, Sanjay Ghemawat, Wilson C. Hsieh, Deborah A. Wallach, Mike Burrows, Tushar Chandra, Andrew Fikes, and Robert E. Gruber. 2006. Bigtable: A Distributed Storage System for Structured Data. In 7th USENIX Symposium on Operating Systems Design and Implementation (OSDI). 205–218.

4. Wei-Cheng Chang , Felix  X. Yu , Yin-Wen Chang , Yiming Yang , and Sanjiv Kumar . 2020 . Pre-training Tasks for Embedding-based Large-scale Retrieval. In ICLR 2020. Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang, Yiming Yang, and Sanjiv Kumar. 2020. Pre-training Tasks for Embedding-based Large-scale Retrieval. In ICLR 2020.

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