As Artificial Intelligence (AI) progresses rapidly and the prevalence of AI system impacting our lives immensely, we begin to realise that these systems are not as impartial as we thought them to be. Even though AI systems are machines that are supposed to make logical decisions, biases and unfairness can still creep into the algorithms resulting in harmful outcomes. This pushes us to re-evaluate the design metrics for creating such systems and focus more on integrating human values in the system to ensure fairness. However, even when the awareness of the need for ethical AI systems is high, there are currently limited systematic methodologies for engineers to understand about the human value of fairness, causing a barrier for...
This paper summarizes and evaluates various approaches, methods, and techniques for pursuing fairnes...
Ensuring fairness in artificial intelligence (AI) is important to counteract bias and discrimination...
Ensuring fairness in artificial intelligence (AI) is important to counteract bias and discrimination...
As artificial intelligence (AI) becomes increasingly widely applied, societies have recognized the n...
Artificial intelligence (AI) is an emerging field which unleashes massive new (business) opportuniti...
As artificial intelligence (AI) systems become increasingly ubiquitous, there is a need to steer the...
With Artificial intelligence (AI) to aid or automate decision-making advancing rapidly, a particular...
Algorithmic decision-making (ADM) is becoming increasingly prevalent in society, due to the rapid te...
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 been steadily growing, so too h...
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...
As the real-world impact of Artificial Intelligence (AI) systems has been steadily growing, so too h...
Artificial Intelligence (AI) is one of the most groundbreaking developments of the last half-century...
Fairness in ML applications is becoming an important issue for both academicians and practitioners. ...
This paper summarizes and evaluates various approaches, methods, and techniques for pursuing fairnes...
Ensuring fairness in artificial intelligence (AI) is important to counteract bias and discrimination...
Ensuring fairness in artificial intelligence (AI) is important to counteract bias and discrimination...
As artificial intelligence (AI) becomes increasingly widely applied, societies have recognized the n...
Artificial intelligence (AI) is an emerging field which unleashes massive new (business) opportuniti...
As artificial intelligence (AI) systems become increasingly ubiquitous, there is a need to steer the...
With Artificial intelligence (AI) to aid or automate decision-making advancing rapidly, a particular...
Algorithmic decision-making (ADM) is becoming increasingly prevalent in society, due to the rapid te...
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 been steadily growing, so too h...
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...
As the real-world impact of Artificial Intelligence (AI) systems has been steadily growing, so too h...
Artificial Intelligence (AI) is one of the most groundbreaking developments of the last half-century...
Fairness in ML applications is becoming an important issue for both academicians and practitioners. ...
This paper summarizes and evaluates various approaches, methods, and techniques for pursuing fairnes...
Ensuring fairness in artificial intelligence (AI) is important to counteract bias and discrimination...
Ensuring fairness in artificial intelligence (AI) is important to counteract bias and discrimination...