no code implementations • 6 Oct 2024 • Ehsan Ebrahimzadeh, Nikhil Monga, Hang Gao, Alex Cozzi, Abraham Bagherjeiran
We build empirical estimates for the expected reward of the marketplace from observational data that account for the heterogeneity of economic value across session contexts as well as the distribution shifts in learning from observational user activity data.
no code implementations • 12 Aug 2021 • YiPeng Zhang, Mingjian Lu, Saratchandra Indrakanti, Manojkumar Rangasamy Kannadasan, Abraham Bagherjeiran
To that end, we propose a hybrid framework extended from traditional slate optimization to solve the conditional slate optimization problem.
no code implementations • 11 Jul 2017 • Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan
Proceedings of the 2017 AdKDD and TargetAd Workshop held in conjunction with the 23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining Halifax, Nova Scotia, Canada.
1 code implementation • 6 May 2015 • Joseph Paul Cohen, Wei Ding, Abraham Bagherjeiran
We propose the XTreePath annotation method to captures contextual node information from the training DOM.