Computers and Society · Computer Science
Fairness in Recommendation Ranking through Pairwise Comparisons
Alex Beutel, Jilin Chen, Tulsee Doshi, Hai Qian +7
2019-03-12
Machine Learning · Computer Science
Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare
Ming Yuan, Vikas Kumar, Muhammad Aurangzeb Ahmad, Ankur Teredesai
2021-02-09
Information Retrieval · Computer Science
Exploring User Opinions of Fairness in Recommender Systems
Jessie Smith, Nasim Sonboli, Casey Fiesler, Robin Burke
2020-04-21
Information Retrieval · Computer Science
Estimation of Fair Ranking Metrics with Incomplete Judgments
Ömer Kırnap, Fernando Diaz, Asia Biega, Michael Ekstrand +2
2021-08-12
Machine Learning · Computer Science
Fairness for Robust Learning to Rank
Omid Memarrast, Ashkan Rezaei, Rizal Fathony, Brian Ziebart
2021-12-14
Applications · Statistics
Prediction-Based Decisions and Fairness: A Catalogue of Choices, Assumptions, and Definitions
Shira Mitchell, Eric Potash, Solon Barocas, Alexander D'Amour +1
2020-11-23
Computer Science and Game Theory · Computer Science
Efficient, Fair, and Incentive-Compatible Healthcare Rationing
Haris Aziz, Florian Brandl
2021-09-28
Artificial Intelligence · Computer Science
Fairness Preferences, Actual and Hypothetical: A Study of Crowdworker Incentives
Angie Peng, Jeff Naecker, Ben Hutchinson, Andrew Smart +1
2020-12-09
Artificial Intelligence · Computer Science
Fairness for distribution network operations and planning
Pedro F. C. de Carvalho, Zijie Liu, Md Umar Hashmi, Dirk Van Hertem
2026-05-01
Machine Learning · Statistics
Recommendation or Discrimination?: Quantifying Distribution Parity in Information Retrieval Systems
Rinat Khaziev, Bryce Casavant, Pearce Washabaugh, Amy A. Winecoff +1
2019-09-17
Information Retrieval · Computer Science
Fairness in Recommendation: Foundations, Methods and Applications
Yunqi Li, Hanxiong Chen, Shuyuan Xu, Yingqiang Ge +3
2023-08-04
Multiagent Systems · Computer Science
Using Protected Attributes to Consider Fairness in Multi-Agent Systems
Gabriele La Malfa, Jie M. Zhang, Michael Luck, Elizabeth Black
2024-10-18
Machine Learning · Computer Science
Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems
Chloé Bakalar, Renata Barreto, Stevie Bergman, Miranda Bogen +12
2021-03-25