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Rethinking Conversational Recommendations: Is Decision Tree All You Need?


Aug 31, 2022
A S M Ahsan-Ul Haque, Hongning Wang

* 19 pages, 5 figures 

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Dynamic Global Sensitivity for Differentially Private Contextual Bandits


Aug 30, 2022
Huazheng Wang, David Zhao, Hongning Wang

* RecSys 2022 

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Not Just Skipping. Understanding the Effect of Sponsored Content on Users' Decision-Making in Online Health Search


Jul 10, 2022
Anat Hashavit, Hongning Wang, Tamar Stern, Sarit Kraus

* 10 pages, double column 

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Scalable Exploration for Neural Online Learning to Rank with Perturbed Feedback


Jun 13, 2022
Yiling Jia, Hongning Wang


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Communication Efficient Distributed Learning for Kernelized Contextual Bandits


Jun 10, 2022
Chuanhao Li, Huazheng Wang, Mengdi Wang, Hongning Wang

* 29 pages, 3 figures 

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Meta Policy Learning for Cold-Start Conversational Recommendation


May 24, 2022
Zhendong Chu, Hongning Wang, Yun Xiao, Bo Long, Lingfei Wu

* 22 pages 

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Graph-based Extractive Explainer for Recommendations


Feb 20, 2022
Peng Wang, Renqin Cai, Hongning Wang


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Learning from a Learning User for Optimal Recommendations


Feb 03, 2022
Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu


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Communication Efficient Federated Learning for Generalized Linear Bandits


Feb 02, 2022
Chuanhao Li, Hongning Wang

* 36 pages, 3 figures 

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IMO$^3$: Interactive Multi-Objective Off-Policy Optimization


Jan 25, 2022
Nan Wang, Hongning Wang, Maryam Karimzadehgan, Branislav Kveton, Craig Boutilier


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