Julian Alfredo Mendez
Biographic Data
| ID | 9700873 |
|---|---|
| NAME | Julian Alfredo Mendez |
| GIVEN NAMES | Julian Alfredo |
| FAMILY NAME | Mendez |
| SIGNATURE | MÉNDEZ J A |
| AFFILIATIONS | Umeå University |
| ORCID | 0000-0002-7383-0529 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2022 |
| H-INDEX | 0 |
Ethical implications of fairness interventions
The importance of fairness in machine learning models is widely acknowledged, and ongoing academic debate revolves around how to determine the appropriate fairness definition, and how to tackle the trade-off between fairness and model performance. In this paper we argue that besides these concerns, there can be ethical implications behind seemingly purely technical choices in fairness interventions in a typical model development pipeline. As an e…
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Ethical implications of fairness interventions
The importance of fairness in machine learning models is widely acknowledged, and ongoing academic debate revolves around how to determine the appropriate fairness definition, and how to tackle the trade-off between fairness and model performance. In this paper we argue that besides these concerns, there can be ethical implications behind seemingly purely technical choices in fairness interventions in a typical model development pipeline. As an e…
Adversarial Robustness in Machine Learning (1 work) · Computer Science (1 work) · Economics (1 work) · Ethics and Social Impacts of AI (1 work) · Explainable Artificial Intelligence (XAI (1 work) · Management science (1 work) · Positive economics (1 work) · Psychological intervention (1 work) · Psychology (1 work)