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Robin Burke

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Exploring Social Choice Mechanisms for Recommendation Fairness in SCRUF

Sep 10, 2023
Amanda Aird, Cassidy All, Paresha Farastu, Elena Stefancova, Joshua Sun, Nicholas Mattei, Robin Burke

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Dynamic fairness-aware recommendation through multi-agent social choice

Mar 03, 2023
Amanda Aird, Paresha Farastu, Joshua Sun, Amy Voida, Nicholas Mattei, Robin Burke

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Who Pays? Personalization, Bossiness and the Cost of Fairness

Sep 08, 2022
Paresha Farastu, Nicholas Mattei, Robin Burke

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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

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Fairness and Discrimination in Information Access Systems

May 12, 2021
Michael D. Ekstrand, Anubrata Das, Robin Burke, Fernando Diaz

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Fairness and Transparency in Recommendation: The Users' Perspective

Mar 16, 2021
Nasim Sonboli, Jessie J. Smith, Florencia Cabral Berenfus, Robin Burke, Casey Fiesler

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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

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User Factor Adaptation for User Embedding via Multitask Learning

Feb 22, 2021
Xiaolei Huang, Michael J. Paul, Robin Burke, Franck Dernoncourt, Mark Dredze

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