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Unbiased Cascade Bandits: Mitigating Exposure Bias in Online Learning to Rank Recommendation


Aug 07, 2021
Masoud Mansoury, Himan Abdollahpouri, Bamshad Mobasher, Mykola Pechenizkiy, Robin Burke, Milad Sabouri


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A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems


Jul 07, 2021
Masoud Mansoury, Himan Abdollahpouri, Mykola Pechenizkiy, Bamshad Mobasher, Robin Burke

* arXiv admin note: substantial text overlap with arXiv:2005.01148 

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Toward the Next Generation of News Recommender Systems


Mar 11, 2021
Himan Abdollahpouri, Edward Malthouse, Joseph Konstan, Bamshad Mobasher, Jeremy Gilbert

* WWW '21 Companion, April 19-23, 2021, Ljubljana, Slovenia 

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User-centered Evaluation of Popularity Bias in Recommender Systems


Mar 10, 2021
Himan Abdollahpouri, Masoud Mansoury, Robin Burke, Bamshad Mobasher, Edward Malthouse

* Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization (UMAP '21), June 21--25, 2021, Utrecht, Netherlands. arXiv admin note: text overlap with arXiv:2007.12230 

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Beyond Personalization: Research Directions in Multistakeholder Recommendation


May 01, 2019
Himan Abdollahpouri, Gediminas Adomavicius, Robin Burke, Ido Guy, Dietmar Jannach, Toshihiro Kamishima, Jan Krasnodebski, Luiz Pizzato

* 66 pages 

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Value-Aware Item Weighting for Long-Tail Recommendation


Feb 15, 2018
Himan Abdollahpouri, Robin Burke, Bamshad Mobasher


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