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07/19/2023
Reproducibility in Machine Learning-Driven Research
Research is facing a reproducibility crisis, in which the results and fi...
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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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08/17/2022
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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04/28/2021
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers
Societal biases resonate in the retrieved contents of information retrie...
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01/02/2019