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FAT Conference 2018 Session 3: Fairness in Computer Vision and NLP

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Machine learning has emerged with a vast new ecosystem of techniques and infrastructure and we are just beginning to learn their full capabilities. But...

FAT Conference 2018 Session 4: Fair Classification

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As algorithms are increasingly used to make decisions of social consequence, the social values encoded in these decision-making procedures are the subject of increasing...