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2104.09024
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TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
19 April 2021
Yao Wu
Jian Cao
Guandong Xu
Yudong Tan
FaML
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Papers citing
"TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers"
31 / 31 papers shown
Stairway to Fairness: Connecting Group and Individual Fairness
ACM Conference on Recommender Systems (RecSys), 2025
Theresia Veronika Rampisela
Maria Maistro
Tuukka Ruotsalo
Falk Scholer
Christina Lioma
220
3
0
29 Aug 2025
Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Chen Xu
Jujia Zhao
Wenjie Wang
Liang Pang
Jun Xu
Tat-Seng Chua
Maarten de Rijke
241
4
0
21 Apr 2025
Regret-aware Re-ranking for Guaranteeing Two-sided Fairness and Accuracy in Recommender Systems
Xiaopeng Ye
Chen Xu
Jun Xu
Xuyang Xie
Gang Wang
Zhenhua Dong
FaML
374
0
0
20 Apr 2025
CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender System
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2024
Yashar Deldjoo
Tommaso Di Noia
475
44
0
24 Feb 2025
Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization
Hongxu Wang
Zhu Sun
Yingpeng Du
Lu Zhang
Tiantian He
Yew-Soon Ong
300
3
0
18 Feb 2025
CreAgent: Towards Long-Term Evaluation of Recommender System under Platform-Creator Information Asymmetry
Xiaopeng Ye
Chen Xu
Zhongxiang Sun
Jun Xu
Gang Wang
Zhenhua Dong
Ji-Rong Wen
336
0
0
11 Feb 2025
Content-Agnostic Moderation for Stance-Neutral Recommendation
Nan Li
Bo Kang
T. D. Bie
119
1
0
29 May 2024
Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach
Tianhao Shi
Yang Zhang
Jizhi Zhang
Fuli Feng
Xiangnan He
314
9
0
02 May 2024
Mix of Experts Language Model for Named Entity Recognition
Xinwei Chen
Kun Li
Tianyou Song
Jiangjian Guo
MoE
387
12
0
30 Apr 2024
Intersectional Two-sided Fairness in Recommendation
Yifan Wang
Peijie Sun
Weizhi Ma
Min Zhang
Yuan Zhang
Peng Jiang
Shaoping Ma
FaML
320
26
0
05 Feb 2024
A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems
Hossein A. Rahmani
Mohammadmehdi Naghiaei
Yashar Deldjoo
FaML
383
11
0
01 Feb 2024
Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and Recency
Yashar Deldjoo
LRM
VLM
504
73
0
19 Jan 2024
FEIR: Quantifying and Reducing Envy and Inferiority for Fair Recommendation of Limited Resources
Nan Li
Bo Kang
Jefrey Lijffijt
T. D. Bie
FaML
216
2
0
08 Nov 2023
Towards Individual and Multistakeholder Fairness in Tourism Recommender Systems
Frontiers in Big Data (FBD), 2023
Ashmi Banerjee
Paromita Banik
Wolfgang Wörndl
300
29
0
05 Sep 2023
Ensuring User-side Fairness in Dynamic Recommender Systems
The Web Conference (WWW), 2023
Hyunsik Yoo
Zhichen Zeng
Jian Kang
Ruizhong Qiu
David Zhou
Zhining Liu
Haiwei Yang
Charlie Xu
Eunice Chan
Hanghang Tong
420
46
0
29 Aug 2023
Interpolating Item and User Fairness in Multi-Sided Recommendations
Neural Information Processing Systems (NeurIPS), 2023
Qinyi Chen
Jason Cheuk Nam Liang
Negin Golrezaei
Djallel Bouneffouf
FaML
422
6
0
12 Jun 2023
A Survey on Fairness-aware Recommender Systems
Information Fusion (Inf. Fusion), 2023
Di Jin
Luzhi Wang
He Zhang
Yizhen Zheng
Weiping Ding
Feng Xia
Shirui Pan
FaML
348
73
0
01 Jun 2023
UP5: Unbiased Foundation Model for Fairness-aware Recommendation
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Qingfeng Lan
Yingqiang Ge
Shuyuan Xu
Jianchao Ji
Zelong Li
250
69
0
20 May 2023
Consumer-side Fairness in Recommender Systems: A Systematic Survey of Methods and Evaluation
Artificial Intelligence Review (AIR), 2023
Bjørnar Vassøy
H. Langseth
FaML
208
15
0
16 May 2023
A Comprehensive Survey on Trustworthy Recommender Systems
Wenqi Fan
Xiangyu Zhao
Xiao Chen
Jingran Su
Jingtong Gao
...
Qidong Liu
Yiqi Wang
Hanfeng Xu
Lei Chen
Qing Li
FaML
298
68
0
21 Sep 2022
Fast online ranking with fairness of exposure
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Nicolas Usunier
Virginie Do
Elvis Dohmatob
347
21
0
13 Sep 2022
Who Pays? Personalization, Bossiness and the Cost of Fairness
Paresha Farastu
Nicholas Mattei
Robin Burke
FaML
334
3
0
08 Sep 2022
Uncertainty Quantification for Fairness in Two-Stage Recommender Systems
Web Search and Data Mining (WSDM), 2022
Lequn Wang
Thorsten Joachims
375
27
0
30 May 2022
Fairness in Recommendation: Foundations, Methods and Applications
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Yunqi Li
H. Chen
Shuyuan Xu
Yingqiang Ge
Juntao Tan
Shuchang Liu
Zelong Li
FaML
OffRL
581
92
0
26 May 2022
Fairness in Recommender Systems: Research Landscape and Future Directions
Yashar Deldjoo
Dietmar Jannach
Alejandro Bellogín
Alessandro Difonzo
Dario Zanzonelli
OffRL
FaML
522
152
0
23 May 2022
Experiments on Generalizability of User-Oriented Fairness in Recommender Systems
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Hossein A. Rahmani
Mohammadmehdi Naghiaei
M. Dehghan
Mohammad Aliannejadi
FaML
301
46
0
17 May 2022
CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Mohammadmehdi Naghiaei
Hossein A. Rahmani
Yashar Deldjoo
FaML
220
127
0
17 Apr 2022
Optimizing generalized Gini indices for fairness in rankings
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Virginie Do
Nicolas Usunier
332
37
0
02 Apr 2022
Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated Rankings
Web Search and Data Mining (WSDM), 2022
Till Kletti
J. Renders
Patrick Loiseau
386
19
0
07 Feb 2022
Two-sided fairness in rankings via Lorenz dominance
Neural Information Processing Systems (NeurIPS), 2021
Virginie Do
S. Corbett-Davies
Jamal Atif
Nicolas Usunier
FaML
221
58
0
28 Oct 2021
Recommendation Fairness: From Static to Dynamic
De-Fu Zhang
Jun Wang
OffRL
315
16
0
05 Sep 2021
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