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Algorithms have greatly advanced and become integrated into our everyday lives. Although they support humans in daily functions, they often exhibit unwanted behaviors perpetuating social stereotypes, discrimination, and other forms of biases.
Kyriakos Kyriakou, Jahna Otterbacher
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Can monetary incentives overturn fairness-based decisions?
Fairness norms and resulting behaviours are an important prerequisite for cooperation in human societies. At the same time, financial incentives are commonly used to motivate social behaviours, yet it remains unclear how financial incentives affect ...
Martin Weiß +4 more
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Algorithmic fairness in social context
Algorithmic fairness research is currently receiving significant attention, aiming to ensure that algorithms do not discriminate between different groups or individuals with similar characteristics.
Yunyou Huang +8 more
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Fairness and Explanation in AI-Informed Decision Making
AI-assisted decision-making that impacts individuals raises critical questions about transparency and fairness in artificial intelligence (AI). Much research has highlighted the reciprocal relationships between the transparency/explanation and fairness ...
Alessa Angerschmid +4 more
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Ordering Decisions of Supply Chain with Competition and Dual-Fairness Concern
This study studies a supply chain consisting of one supplier and two retailers and analyzes the optimal decisions of ordering quantity in four types of no fairness concern, horizontal fairness concern, vertical fairness concern, and dual-fairness concern
Guangdong Liu +4 more
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La fonction du manager est circonscrite dès son origine dans l’idée de faire faire aux autres. Ainsi le manager est avant tout celui qui doit « prendre en main », c’est-à-dire à la fois motiver, contrôler et encadrer l’activité des membres de son équipe.
Martin, Christine +1 more
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A Combined Delay-Throughput Fairness Model for Optical Burst Switched Networks
Fairness is an important feature of communication networks. It is the distribution, allocation, and provision of approximately equal or equal performance parameters, such as throughput, bandwidth, loss rate, and delay. In an optical burst switched (OBS)
Van Hoa Le , Viet Minh Nhat Vo
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Abstracting Fairness: Oracles, Metrics, and Interpretability [PDF]
It is well understood that classification algorithms, for example, for deciding on loan applications, cannot be evaluated for fairness without taking context into account.
Dwork, Cynthia +3 more
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This study aims to investigate the measurement instrument of the perception dimension of tax fairness using the Rasch model method. The dimensions of the perception of tax fairness are divided into seven dimensions, namely general fairness, exchange ...
Meita Larasati, Cotoro Mukri
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The Current State and Challenges of Fairness in Federated Learning
The proliferation of artificial intelligence systems and their reliance on massive datasets have led to a renewed demand on privacy of data. Both the large data processing need and its associated data privacy demand have led to the development of ...
Sean Vucinich, Qiang Zhu
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