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02/07/2023
A conceptual model for leaving the data-centric approach in machine learning
For a long time, machine learning (ML) has been seen as the abstract pro...
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08/22/2022
Real-world-robustness of tree-based classifiers
The concept of trustworthy AI has gained widespread attention lately. On...
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08/17/2022
Long-term dynamics of fairness: understanding the impact of data-driven targeted help on job seekers
The use of data-driven decision support by public agencies is becoming m...
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04/21/2022
Robustness of Machine Learning Models Beyond Adversarial Attacks
Correctly quantifying the robustness of machine learning models is a cen...
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02/13/2020
Ensemble neural network forecasts with singular value decomposition
Ensemble weather forecasts enable a measure of uncertainty to be attache...
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02/02/2020