---
title: Algorithmic Bias Mitigation
type: concept
frequency: 2
papers_count: 2
related_concepts:
  - Algorithmic Fairness
  - Intersectionality in AI Systems
  - Representation Bias
tags:
  - concept
---
# Algorithmic Bias Mitigation

## Definition

Technische Strategien zur Erkennung und Reduktion von Verzerrungen in Machine-Learning-Systemen durch Pre-, In- oder Post-Processing-Interventionen. Das Paper zeigt, dass diese Ansätze notwendig aber unzureichend für echte Fairness sind.

## Co-occurrence

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

## Papers

- [[Policy advice and best practices on bias and fairness in AI]]
- [[Revisiting Technical Bias Mitigation Strategies]]

