Pedro Saleiro
Biographic Data
| ID | 10669652 |
|---|---|
| NAME | Pedro Saleiro |
| GIVEN NAMES | Pedro |
| FAMILY NAME | Saleiro |
| SIGNATURE | SALEIRO P |
| ORCID | 0000-0003-2750-1692 |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2020 |
| H-INDEX | 0 |
Bias and Fairness
This chapter discusses sources of potential bias in the modeling pipeline, as well as some of the ways that bias introduced by a model can be measured, with a particular focus on classification problems. Interest in algorithmic fairness and bias has been growing recently, but it is easy to become lost in the large number of definitions and metrics. Related to the sample bias discussed in bias sources, understanding the relevant population for mac…
No prominent works on this page.
Bias and Fairness
This chapter discusses sources of potential bias in the modeling pipeline, as well as some of the ways that bias introduced by a model can be measured, with a particular focus on classification problems. Interest in algorithmic fairness and bias has been growing recently, but it is easy to become lost in the large number of definitions and metrics. Related to the sample bias discussed in bias sources, understanding the relevant population for mac…
Computer Science (1 work) · Political Philosophy and Ethics (1 work)