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08/31/2023
Everything, Everywhere All in One Evaluation: Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness
A vast number of systems across the world use algorithmic decision makin...
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08/23/2023
Network Navigation with Online Delays is PSPACE-complete
In public transport networks disruptions may occur and lead to travel de...
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11/04/2022
Uncertainty-aware predictive modeling for fair data-driven decisions
Both industry and academia have made considerable progress in developing...
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08/04/2021
Fairness in Algorithmic Profiling: A German Case Study
Algorithmic profiling is increasingly used in the public sector as a mea...
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05/04/2021
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?
The advent of powerful prediction algorithms led to increased automation...
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12/21/2020
Global Trends and Predictors of Face Mask Usage During the COVID-19 Pandemic
Background: Guidelines and recommendations from public health authoritie...
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10/07/2019
Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation
We cast the problem of image denoising as a domain translation problem b...
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09/29/2019