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Nasim Sonboli
Nasim Sonboli
Computing Innovation Postdoctoral Fellow at Brown University
Zweryfikowany adres z brown.edu
Tytuł
Cytowane przez
Cytowane przez
Rok
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
2622018
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
912019
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
892021
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
552020
The multisided complexity of fairness in recommender systems
N Sonboli, R Burke, M Ekstrand, R Mehrotra
AI Magazine 43 (2), 164-176, 2022
382022
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
36*2019
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
282020
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
242019
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
232019
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
192022
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
182020
" 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
172020
Localized Fairness in Recommender Systems
N Sonboli, R Burke
FairUMAP 2019 Workshop - Adjunct Publication of the 27th Conference on User …, 2019
172019
librec-auto: A Tool for Recommender Systems Experimentation
N Sonboli, M Mansoury, Z Guo, S Kadekodi, W Liu, Z Liu, A Schwartz, ...
Proceedings of the 30th ACM International Conference on Information …, 2021
162021
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
142020
Towards Confidence-aware Calibrated Recommendation
M Naghiaei, HA Rahmani, M Aliannejadi, N Sonboli
Proceedings of the 31st ACM International Conference on Information …, 2022
132022
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
Hybrid Artificial Intelligent Systems: 13th International Conference, HAIS …, 2018
132018
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
122020
Fairness-aware Recommendation with librec-auto
N Sonboli, R Burke, Z Liu, M Mansoury
Proceedings of the 14th ACM Conference on Recommender Systems, 594-596, 2020
122020
Synthetic Attribute Data for Evaluating Consumer-side Fairness
R Burke, J Kontny, N Sonboli
2nd FATREC 2018 Workshop: Responsible Recommendation held in conjunction …, 2018
122018
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