Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 2 of 2 for “"Long-term Equality"”.
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Algorithmic Fairness in Sequential Decision Making
… there is a gap in investigating the long-term effects of sequential algorithmic decisions. In this thesis, we focus on studying algorithmic fairness in a sequential decision-making setting. We first study how to translate model predictions to fair decisions. In particular, given …
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Evaluating, Understanding, and Mitigating Unfairness in Recommender Systems
… between bias in recommender models and inequality in the underlying population, as well as propose effective unfairness mitigation approaches. We start with exploring the implication of fairness in recommendation and formulating unfairness evaluation metrics. We focus on the task of rating …