Arun Kumar Kuchibhotla
Biographic Data
| ID | 4270468 |
|---|---|
| NAME | Arun Kumar Kuchibhotla |
| GIVEN NAMES | Arun Kumar |
| FAMILY NAME | Kuchibhotla |
| SIGNATURE | KUCHIBHOTLA A K |
| AFFILIATIONS | Carnegie Mellon University, Pittsburgh, PA, USA |
| ORCID | 0000-0003-4459-5352 |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Optimal Transport and Conformal Prediction Sets
In the United States and elsewhere, risk assessment algorithms are being used to help inform criminal justice decision-makers. A common intent is to forecast an offender's 'future dangerousness.' Such algorithms have been correctly criticized for potential unfairness, and there is an active cottage industry trying to make repairs. In this paper, we use counterfactual reasoning to consider the prospects for improved fairness when members of a disa…
No prominent works on this page.
Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Optimal Transport and Conformal Prediction Sets
In the United States and elsewhere, risk assessment algorithms are being used to help inform criminal justice decision-makers. A common intent is to forecast an offender's 'future dangerousness.' Such algorithms have been correctly criticized for potential unfairness, and there is an active cottage industry trying to make repairs. In this paper, we use counterfactual reasoning to consider the prospects for improved fairness when members of a disa…
Actuarial science (1 works) · Artificial Intelligence (1 works) · Artificial Intelligence (1 works) · Computer Science (1 works) · Consistency (knowledge bases) (1 works) · Constructive (1 works) · Counterfactual thinking (1 works) · Criminal justice (1 works) · Criminal Justice and Corrections Analysis (1 works) · Criminology (1 works)