Public perception of accuracy-fairness trade-offs in algorithmic decisions in the United States.

Public perception of accuracy-fairness trade-offs in algorithmic decisions in the United States.

The naive approach to preventing discrimination in algorithmic decision-making is to exclude protected attributes from the model's inputs. This approach, known as "equal treatment," aims to treat all individuals equally regardless of their demographic characteristics. However, this pr...

Full description

Saved in:
Bibliographic Details
Main Authors: Mehdi Mourali, Dallas Novakowski, Ruth Pogacar, Neil Brigden
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0319861
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items