Add to ORKGThe paper focuses on one of the most urgent risks of artificial intelligence, and more specifically of algorithmic decision-making (ADM), that is, the risk of being unfair. In the first section we provide an overview of the discus- sion on fairness in ADM and show its shortcomings; in the second section we pursue an ethical inquiry into the concept of fairness, and identify its main dimensions and components, drawing insight from a renewed reflection on respect, which goes beyond the idea of equal respect to include respect for particular individuals too. In the third section we show how our conceptual re-elaboration of fairness can help identify the criteria that ought to steer the ethical design of ADM-based systems to make them really fa...
Today's increased availability of large amounts of human behavioral data and advances in artificial ...
The importance of fairness in machine learning models is widely acknowledged, and ongoing academic d...
Artificial Intelligence (AI) has rapidly become an integral part of decision-making processes across...
Fairness is one of the most prominent values in the Ethics and Artificial Intelligence (AI) debate a...
CNRS 2, FNEGE 1, HCERES A, ABS 3International audienceFairness of Artificial Intelligence (AI) decis...
Nowadays, it is widely recognized that algorithms risk to reproduce and amplify human bias that hist...
Algorithmic decision-making (ADM) is becoming increasingly prevalent in society, due to the rapid te...
As the real-world impact of Artificial Intelligence (AI) systems has been steadily growing, so too h...
As algorithms are increasingly used to make important decisions that affect human lives, ranging fro...
Abstract: There is growing concern that decision-making informed by machine learning (ML) algorithms...
As the complexity and capabilities of AI technologies continue to increase, they will continue to po...
As the real-world impact of Artificial Intelligence (AI) systems has beensteadily growing, so too ha...
Artificial intelligence (AI) is an emerging field which unleashes massive new (business) opportuniti...
Decision making, a fundamental human process, has been more and more supported by computer systems i...
Algorithms are increasingly used to make high-stakes decisions about people; who goes to jail, what ...
Today's increased availability of large amounts of human behavioral data and advances in artificial ...
The importance of fairness in machine learning models is widely acknowledged, and ongoing academic d...
Artificial Intelligence (AI) has rapidly become an integral part of decision-making processes across...
Fairness is one of the most prominent values in the Ethics and Artificial Intelligence (AI) debate a...
CNRS 2, FNEGE 1, HCERES A, ABS 3International audienceFairness of Artificial Intelligence (AI) decis...
Nowadays, it is widely recognized that algorithms risk to reproduce and amplify human bias that hist...
Algorithmic decision-making (ADM) is becoming increasingly prevalent in society, due to the rapid te...
As the real-world impact of Artificial Intelligence (AI) systems has been steadily growing, so too h...
As algorithms are increasingly used to make important decisions that affect human lives, ranging fro...
Abstract: There is growing concern that decision-making informed by machine learning (ML) algorithms...
As the complexity and capabilities of AI technologies continue to increase, they will continue to po...
As the real-world impact of Artificial Intelligence (AI) systems has beensteadily growing, so too ha...
Artificial intelligence (AI) is an emerging field which unleashes massive new (business) opportuniti...
Decision making, a fundamental human process, has been more and more supported by computer systems i...
Algorithms are increasingly used to make high-stakes decisions about people; who goes to jail, what ...
Today's increased availability of large amounts of human behavioral data and advances in artificial ...
The importance of fairness in machine learning models is widely acknowledged, and ongoing academic d...
Artificial Intelligence (AI) has rapidly become an integral part of decision-making processes across...