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


Jul 15, 2021
Tian Zhou, Hao He, Shengjun Pan, Niklas Karlsson, Bharatbhushan Shetty, Brendan Kitts, Djordje Gligorijevic, San Gultekin, Tingyu Mao, Junwei Pan, Jianlong Zhang, Aaron Flores

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* 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


Sep 19, 2020
Shengjun Pan, Brendan Kitts, Tian Zhou, Hao He, Bharatbhushan Shetty, Aaron Flores, Djordje Gligorijevic, Junwei Pan, Tingyu Mao, San Gultekin, Jianlong Zhang

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* AdKDD 2020 

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


Sep 02, 2020
Djordje Gligorijevic, Tian Zhou, Bharatbhushan Shetty, Brendan Kitts, Shengjun Pan, Junwei Pan, Aaron Flores

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* 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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Time-Aware Prospective Modeling of Users for Online Display Advertising


Nov 12, 2019
Djordje Gligorijevic, Jelena Gligorijevic, Aaron Flores

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* Accepted at AdKDD 2019 workshop at KDD'19 conference, Anchorage, Alaska, USA 

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Modeling Customer Engagement from Partial Observations


Mar 28, 2018
Jelena Stojanovic, Djordje Gligorijevic, Zoran Obradovic

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* Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016), Indianapolis, United States October 24 - 28, 2016 

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Semi-supervised learning for structured regression on partially observed attributed graphs


Mar 28, 2018
Jelena Stojanovic, Milos Jovanovic, Djordje Gligorijevic, Zoran Obradovic

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* Proceedings of the 2015 SIAM International Conference on Data Mining (SDM 2015) Vancouver, Canada, April 30 - May 02, 2015 

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Deep Attention Model for Triage of Emergency Department Patients


Mar 28, 2018
Djordje Gligorijevic, Jelena Stojanovic, Wayne Satz, Ivan Stojkovic, Kathrin Schreyer, Daniel Del Portal, Zoran Obradovic

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* Proceedings of the 2018 SIAM International Conference on Data Mining (SDM 2018), San Diego, CA, May 2018. *Authors contributed equally 

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Improving confidence while predicting trends in temporal disease networks


Mar 28, 2018
Djordje Gligorijevic, Jelena Stojanovic, Zoran Obradovic

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* Proceedings of the 4th Workshop on Data Mining for Medicine and Healthcare, 2015 SIAM International Conference on Data Mining, Vancouver, Canada, April 30 - May 02, 2015 

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