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.
Status: Under development
Technical Committee: ISO/IEC JTC 1/SC 42 Artificial intelligence
- ICS :
- 35.020 Information technology (IT) in general
This standard contributes to the following Sustainable Development Goals:
ISO/IEC CD TS 12791Stage: 30.60
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