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FAT* 2018 Conference Session 1 Summary: Online Discrimination and Privacy

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The FAT* 2018 Conference on Fairness, Accountability, and Transparency is a first-of-its-kind international and interdisciplinary peer-reviewed conference that seeks to publish and present work...

FAT* 2018 Conference Session 5 Summary on FAT Recommenders, Etc.

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This session of FAT 2018 is about Recommenders, etc. Recommender systems are algorithmic tools for identifying items of interest to users. They are usually...

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...

FAT* 2018 Conference Session 2 Summary: Interpretability and Explainability

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This session of the FAT* 2018 is about interpretability and explainability in machine learning models. With the advances in Deep learning, machine learning models...