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Nasim Sonboli
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Balanced Neighborhoods for Multi-sided Fairness in Recommendation
R Burke, N Sonboli, A Ordonez-Gauger
ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT …, 2018
1452018
Personalized fairness-aware re-ranking for microlending
W Liu, J Guo, N Sonboli, R Burke, S Zhang
Proceedings of the 13th ACM Conference on Recommender Systems, 467-471, 2019
472019
Fairness and Transparency in Recommendation: The Users' Perspective
N Sonboli, JJ Smith, FC Berenfus, R Burke, C Fiesler
Proceedings of the 29th ACM Conference on User Modeling, Adaptation and …, 2021
302021
Opportunistic Multi-aspect Fairness through Personalized Re-ranking
N Sonboli, F Eskandanian, R Burke, W Liu, B Mobasher
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and …, 2020
302020
Crank up the volume: preference bias amplification in collaborative recommendation
N Sonboli, K Lin, B Mobasher, R Burke
RMSE: Workshop on Recommendation in Multistakeholder Environments held in …, 2019
21*2019
Balanced Neighborhoods for Fairness-aware Collaborative Recommendation
R Burke, N Sonboli, M Mansoury, A Ordoñez-Gauger
1st FATREC 2017 Workshop on Responsible Recommendation held in conjunction …, 2017
192017
Power of the Few: Analyzing the Impact of Influential Users in Collaborative Recommender Systems
F Eskandanian, N Sonboli, B Mobasher
Proceedings of the 27th ACM Conference on User Modeling, Adaptation and …, 2019
132019
Exploring User Opinions of Fairness in Recommender Systems
J Smith, N Sonboli, C Fiesler, R Burke
Human-Centered Approach to Fair & Responsible AI Workshop at CHI 2020, 2020
112020
Localized Fairness in Recommender Systems
N Sonboli, R Burke
FairUMAP 2019 Workshop - Adjunct Publication of the 27th Conference on User …, 2019
112019
Synthetic Attribute Data for Evaluating Consumer-side Fairness
R Burke, J Kontny, N Sonboli
2nd FATREC 2018 Workshop: Responsible Recommendation held in conjunction …, 2018
112018
Inferring User Expertise from Social Tagging in Music Recommender Systems for Streaming Services
D Sánchez-Moreno, MN Moreno-García, N Sonboli, B Mobasher, R Burke
International Conference on Hybrid Artificial Intelligence Systems, 39-49, 2018
112018
Data Science Summer Academy for Chicago Public School Students
B Mobasher, L Dettori, D Raicu, R Settimi, N Sonboli, M Stettler
ACM SIGKDD Explorations Newsletter 21 (1), 49-52, 2019
102019
Algorithmic Fairness, Institutional Logics, and Social Choice
R Burke, A Voida, N Mattei, N Sonboli
AI for Social Good Harvard CRCS Workshop, IJCAI 2020, 2020
92020
Calibration in Collaborative Filtering Recommender Systems: a User-Centered Analysis
K Lin, N Sonboli, B Mobasher, R Burke
Proceedings of the 31st ACM Conference on Hypertext and Social Media, 197-206, 2020
92020
" And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation
N Sonboli, R Burke, N Mattei, F Eskandanian, T Gao
3rd FAccTRec Workshop: Responsible Recommendation in conjunction with the …, 2020
82020
Fairness-aware Recommendation with librec-auto
N Sonboli, R Burke, Z Liu, M Mansoury
Fourteenth ACM Conference on Recommender Systems, 594-596, 2020
62020
Using Social Tag Embedding in a Collaborative Filtering Approach for Recommender Systems
D Sánchez-Moreno, MN Moreno-García, N Sonboli, B Mobasher, R Burke
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and …, 2020
52020
Experimentation with fairness-aware recommendation using librec-auto: hands-on tutorial
RD Burke, M Mansoury, N Sonboli
Proceedings of the ACM Conference on Fairness, Accountability, and …, 2020
52020
3rd FAccTRec Workshop: Responsible Recommendation
MD Ekstrand, PN Schwab, J Garcia-Gathright, T Kamishima, N Sonboli
Fourteenth ACM Conference on Recommender Systems, 607-608, 2020
42020
Multi-agent Social Choice for Dynamic Fairness-aware Recommendation
R Burke, N Mattei, V Grozin, A Voida, N Sonboli
Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation …, 2022
32022
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