Fairness-Aware Hyperparameter Optimization
In recent years, increased usage of machine learning algorithms has been accompanied by several reports of machine bias in areas from recidivism assessment, to job-applicant screening tools, and estimating mortgage default risk. Additionally, recent advances in machine learning have prominently feat...
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| Format: | masterThesis |
| Language: | eng |
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2020
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| Online Access: | https://hdl.handle.net/10216/128959 |
| Country: | Portugal |
| Oai: | oai:repositorio-aberto.up.pt:10216/128959 |