Custom cover image
Custom cover image

11: Bias in machine learning as a multi-dimensional problem

Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Cheltenham, UK : Edward Elgar Publishing : Edward Elgar Publishing [Imprint], 2026ISBN:
  • 9781802208993
Subject(s): Online resources: Summary: Nowadays, when talking about Artificial Intelligence (AI), we mostly refer to methods of Machine Learning (ML). Whereas these technologies have a huge potential, there are also risks and limitations, including the reflection of societal biases. This chapter discusses the term bias from different perspectives and argues that bias in machine learning is a complex multidimensional problem. The current limitations of technical solutions to this problem thus bring important implications for SSH researchers to considerPPN: PPN: 1983949590Package identifier: Produktsigel: ZDB-94-OAB
No physical items for this record

Open Access. Unrestricted online access star

Namensnennung - Nicht-kommerziell - Keine Bearbeitungen 4.0 International CC BY-NC-ND 4.0 cc:

https://creativecommons.org/licenses/by-nc-nd/4.0/

eng

KIT – The University in the Helmholtz Association                         Home | Legals | Privacy policy | KIT