Abstract

This document provides mitigation techniques that can be applied throughout the AI system life cycle in order to treat unwanted bias. This document describes how to address unwanted bias in AI systems that use machine learning to conduct classification and regression tasks. This document is applicable to all types and sizes of organization.


General information 

  • Status
     :  Under development
  • Edition
     : 1
  • Technical Committee
     : ISO/IEC JTC 1/SC 42 Artificial intelligence
  • ICS
     :
    35.020 Information technology (IT) in general

Sustainable Development Goals

This standard contributes to the following Sustainable Development Goals:

5
Gender Equality
8
Decent Work and Economic Growth
9
Industry, Innovation and Infrastructure
10
Reduced Inequalities

Life cycle


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