---
title: Representation Bias
type: concept
frequency: 3
papers_count: 3
related_concepts:
  - Algorithmic Fairness
  - Algorithmic Bias Mitigation
  - Intersectionality in AI Systems
  - Intersectionality in AI
tags:
  - concept
---
# Representation Bias

## Definition

Systematic underrepresentation of social minorities and marginalized groups in training datasets and development teams, leading to reduced model performance and fairness for underrepresented populations.

## Co-occurrence

| Konzept | Gemeinsame Papers |
|---------|------------------|
| [[Algorithmic Fairness]] | 2 |
| [[Algorithmic Bias Mitigation]] | 1 |
| [[Intersectionality in AI Systems]] | 1 |
| [[Intersectionality in AI]] | 1 |

## Papers

- [[Policy advice and best practices on bias and fairness in AI]]
- [[Chen_2023_Ideology_Prediction_from_Scarce_and_Biased]]
- [[Policy advice and best practices on bias and fairness in AI (Kutscher_2023_Positionings,_challenges,_)]]

