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12/16/2022
Azimuth: Systematic Error Analysis for Text Classification
We present Azimuth, an open-source and easy-to-use tool to perform error...
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04/14/2021
Can Active Learning Preemptively Mitigate Fairness Issues?
Dataset bias is one of the prevailing causes of unfairness in machine le...
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09/14/2020
Synbols: Probing Learning Algorithms with Synthetic Datasets
Progress in the field of machine learning has been fueled by the introdu...
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06/17/2020
Bayesian active learning for production, a systematic study and a reusable library
Active learning is able to reduce the amount of labelling effort by usin...
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05/17/2019
