Experiencing group discussions made individuals more confident in the fairness of their subsequent allocations. The results are discussed in terms of the social and informational influences of groups on allocation decisions.doi:10.1016/0022-1031(79)90012-XJerald Greenberg...
As machine learning (ML) extends its influence across diverse societal realms, the need to ensure fairness within these systems has markedly increased, reflecting notable advancements in fairness research. However, most existing fairness studies exclusively optimize either individual fairness or group fairne...
19 Apr 2023·Edward A. Small,Kacper Sokol,Daniel Manning,Flora D. Salim,Jeffrey Chan· Group fairness is achieved by equalising prediction distributions between protected sub-populations; individual fairness requires treating similar individuals alike. These two objectives, however, are incompatible when ...
Achieving fairness in the face of competing concerns: The different effects of individual and group characteristics. 来自 Semantic Scholar 喜欢 0 阅读量: 35 作者:GC Elliott,BF Meeker 摘要: Investigated preferences among allocation procedures available for use by those distributing rewards for individual...
BIAS MITIGATION POST-PROCESSING FOR INDIVIDUAL AND GROUP FAIRNESS Pranay K. Lohia, ,1 Karthikeyan Natesan Ramamurthy, ,2 Manish Bhide,†,3 Diptikalyan Saha, ,1 Kush R. Varshney, ,2 and Ruchir Puri†,2 IBM Research and †IBM Watson AI Platform 1Outer Ring Road, Embassy Manyatha B, ...
Evolution of favoritism and group fairness in a co-evolving three-person ultimatum game The evolution of fairness in dyadic relationships has been studied using ultimatum games. However, human fairness is not limited to two-person situations a... H Takesue,A Ozawa,S Morikawa - Epl 被引量: 10...
technology, the underrepresentation of certain demographic groups in training datasets can lead to disparities in the algorithm’s accuracy for those groups. Ensuring that training datasets are representative of diverse populations is crucial to mitigate the Butterfly Effect and ensure the fairness of AI...
bais mintigation post-processing for individual and group fairness,程序员大本营,技术文章内容聚合第一站。
In this article, the authors examine the impact of fair treatment by a group leader on people's relationships with and feelings toward other individual group members. Previous studies neglected procedural fairness effects on interpersonal relationships between group members. The authors hypothesized that ...
e = 60 vs. 90, aggregated across rounds, Mann–WhitneyU-test,U = 506,P < 0.001, two-sided). We also find that less dependent group members used self-reliance strategically, by reverting to individual solutions and withdrawing support from the public solution when cooperation ...