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07/13/2023
To share or not to share: What risks would laypeople accept to give sensitive data to differentially-private NLP systems?
Although the NLP community has adopted central differential privacy as a...
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05/26/2023
Sources of Uncertainty in Machine Learning – A Statisticians' View
Machine Learning and Deep Learning have achieved an impressive standard ...
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03/09/2023
Seeing ChatGPT Through Students' Eyes: An Analysis of TikTok Data
Advanced large language models like ChatGPT have gained considerable att...
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05/26/2022
Classification ensembles for multivariate functional data with application to mouse movements in web surveys
We propose new ensemble models for multivariate functional data classifi...
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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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11/05/2020