626 citations · 707 across the 5 of their papers we have counts for
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stat.ML2016★ 7 cited
Modeling the Dynamics of Online Learning Activity
Charalampos Mavroforakis, Isabel Valera, Manuel Gomez Rodriguez
People are increasingly relying on the Web and social media to find solutions to their problems in a wide range of domains. In this online setting, closely related problems often l…
stat.ML2016★ 626 cited
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment
Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez Rodriguez +1
Automated data-driven decision making systems are increasingly being used to assist, or even replace humans in many settings. These systems function by learning from historical dec…