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05/09/2023
The Role of Relevance in Fair Ranking
Online platforms mediate access to opportunity: relevance-based rankings...
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02/28/2023
Expanding Explainability: From Explainable Artificial Intelligence to Explainable Hardware
The increasing opaqueness of AI and its growing influence on our digital...
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08/30/2022
On the Trade-Off between Actionable Explanations and the Right to be Forgotten
As machine learning (ML) models are increasingly being deployed in high-...
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08/11/2021
Estimation of Fair Ranking Metrics with Incomplete Judgments
There is increasing attention to evaluating the fairness of search syste...
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07/16/2021
Learning to Limit Data Collection via Scaling Laws: Data Minimization Compliance in Practice
Data minimization is a legal obligation defined in the European Union's ...
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01/15/2021
Reviving Purpose Limitation and Data Minimisation in Personalisation, Profiling and Decision-Making Systems
This paper determines, through an interdisciplinary law and computer sci...
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12/20/2019