ISO/IEC DTS 12791

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

Stage
: Proof sent to secretariat or FDIS ballot initiated: 8 weeks [50.20]
Edition
: 1

Number of pages
: 22
Technical Committee :
ISO/IEC JTC 1/SC 42

ICS :
35.020
RSS updates