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An Efficient Deep Distribution Network for Bid Shading in First-Price Auctions



Tian Zhou , Hao He , Shengjun Pan , Niklas Karlsson , Bharatbhushan Shetty , Brendan Kitts , Djordje Gligorijevic , San Gultekin , Tingyu Mao , Junwei Pan , Jianlong Zhang , Aaron Flores

* In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'21), August 14-18, 2021, Singapore 

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Bid Shading by Win-Rate Estimation and Surplus Maximization



Shengjun Pan , Brendan Kitts , Tian Zhou , Hao He , Bharatbhushan Shetty , Aaron Flores , Djordje Gligorijevic , Junwei Pan , Tingyu Mao , San Gultekin , Jianlong Zhang

* AdKDD 2020 

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Bid Shading in The Brave New World of First-Price Auctions



Djordje Gligorijevic , Tian Zhou , Bharatbhushan Shetty , Brendan Kitts , Shengjun Pan , Junwei Pan , Aaron Flores

* In Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM'20), October 19-23, 2020, Virtual Event, Ireland 

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