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As artificial intelligence (AI) increasingly becomes an integral part of our societal and individual activities, there is a growing imperative to develop responsible AI solutions. Despite a diverse assortment of machine learning fairness solutions is proposed in the literature, there is reportedly a lack of practical implementation of these tools in real-world applications. Industry experts have participated in thorough discussions on the challenges associated with operationalising fairness in the development of machine learning-empowered solutions, in which a shift toward human-centred approaches is promptly dvocated to mitigate the limitations of existing techniques. In this work, we propose a human-in-the-loop approach for fairness auditing, presenting a mixed visual analytical system (hereafter referred to as ‘FairCompass’), which integrates both subgroup discovery technique and the decision tree-based schema for end users. Moreover, we innovatively integrate an Exploration, Gu ....
Amidst a spree of promotions, Singh & Singh Law Firm LLP recently announced its promotions at the onset of the new financial year. The matrix is a well-balanced mix of attorneys with a range of. ....
4/2/23 National Security and Korean News and Commentary smallwarsjournal.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from smallwarsjournal.com Daily Mail and Mail on Sunday newspapers.
4/2/23 National Security and Korean News and Commentary smallwarsjournal.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from smallwarsjournal.com Daily Mail and Mail on Sunday newspapers.