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Tag Archives: bias

Study suggests that AI model selection might introduce bias

Transform 2021 Join us for the world’s leading event about accelerating enterprise transformation with AI and Data July 12-16, 2021 Free Registration Join GamesBeat Summit 2021 this April 28-29. Register for a free or VIP pass today. The past several years have made it clear that AI and machine learning …

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Studies find bias in AI models that recommend and diagnose diseases

Research into AI- and machine learning model-driven methods for health care suggests that they hold promise in the areas of phenotype classification, mortality and length-of-stay prediction, and intervention recommendation. But models have traditionally been treated as black boxes in the sense that the rationale behind their suggestions isn’t explained or …

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AI displays bias and inflexibility in civility detection, study finds

Data: Meet ad creative From TikTok to Instagram, Facebook to YouTube, and more, learn how data is key to ensuring ad creative will actually perform on every platform. Register Now According to a 2019 Pew Center survey, the majority of respondents believe the tone and nature of political debate in …

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Cashierless tech could detect shoplifting, but bias concerns abound

How open banking is driving huge innovation Learn how fintechs and forward-thinking FIs are accelerating personalized financial products through data-rich APIs. Register Now As the pandemic continues to rage around the world, it’s becoming clear that COVID-19 will endure longer than some health experts initially predicted. Owing in part to …

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Columbia researchers find white men are the worst at reducing AI bias

When it comes to customer expectations, the pandemic has changed everything Learn how to accelerate customer service, optimize costs, and improve self-service in a digital-first world. Register here Bias in AI is pervasive. From dermatological models that discriminate against patients with dark skin to exam-scoring algorithms that disadvantage public school …

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You can’t eliminate bias from machine learning, but you can pick your bias

Best practices for a successful AI Center of Excellence A guide for both CoEs and business units Download Guide Bias is a major topic of concern in mainstream society, which has embraced the concept that certain characteristics — race, gender, age, or zip code, for example — should not matter …

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Researchers create dataset to advance U.S. Supreme Court gender bias analysis

Automation and Jobs Read our latest special issue. Open Now University of Washington language researchers and legal professionals recently created a labeled dataset for detection of interruptions and competitive turn-taking in U.S. Supreme Court oral arguments. They then used the corpus of “turn changes” to train AI models to experiment …

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Apparent racial bias found in Twitter photo algorithm

Automation and Jobs Read our latest special issue. Open Now An algorithm Twitter uses to decide how photos are cropped in people’s timelines appears to be automatically choosing to display the faces of white people over people with darker skin. The bias was discovered by Twitter users in recent days …

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Researchers claim bias in AI named entity recognition models

Transform 2020 Watch every session from our flagship AI event On Demand Watch Now Twitter researchers claim to have found evidence of demographic bias in named entity recognition, the first step toward generating automated knowledge bases, or the repositories leveraged by services like search engines. They say their analysis reveals …

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