Irina Tal
Biographic Data
| ID | 9293280 |
|---|---|
| NAME | Irina Tal |
| GIVEN NAMES | Irina |
| FAMILY NAME | Tal |
| SIGNATURE | TAL I |
| AFFILIATIONS | Dublin City University |
| ORCID | 0000-0001-9656-668X |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
A fairness-focused approach to recidivism prediction
Fairness in AI has emerged as a critical priority, particularly in high-stakes domains like criminal justice, where algorithmic decisions profoundly affect individuals and demographic groups. This study addresses persistent challenges of bias in recidivism prediction by evaluating the integrated application of fairness-enhancing techniques across the AI pipeline. Specifically, we analyze the integrated use of Reweighing, Adversarial Learning, Dis…
No prominent works on this page.
A fairness-focused approach to recidivism prediction
Fairness in AI has emerged as a critical priority, particularly in high-stakes domains like criminal justice, where algorithmic decisions profoundly affect individuals and demographic groups. This study addresses persistent challenges of bias in recidivism prediction by evaluating the integrated application of fairness-enhancing techniques across the AI pipeline. Specifically, we analyze the integrated use of Reweighing, Adversarial Learning, Dis…
Actuarial science (1 work) · Business (1 work) · Computer Science (1 work) · Criminology (1 work) · Ethics and Social Impacts of AI (1 work) · Ethics in Business and Education (1 work) · Law (1 work) · Political science (1 work) · Psychology (1 work) · Psychology of Moral and Emotional Judgment (1 work)