A Survey on Bias and Fairness in Machine Learning

Volume: 54, Issue: 6, Pages: 1 - 35
Published: Jul 13, 2021
Abstract
With the widespread use of artificial intelligence (AI) systems and applications in our everyday lives, accounting for fairness has gained significant importance in designing and engineering of such systems. AI systems can be used in many sensitive environments to make important and life-changing decisions; thus, it is crucial to ensure that these decisions do not reflect discriminatory behavior toward certain groups or populations. More...
Paper Details
Title
A Survey on Bias and Fairness in Machine Learning
Published Date
Jul 13, 2021
Volume
54
Issue
6
Pages
1 - 35
Citation AnalysisPro
  • Scinapse’s Top 10 Citation Journals & Affiliations graph reveals the quality and authenticity of citations received by a paper.
  • Discover whether citations have been inflated due to self-citations, or if citations include institutional bias.