A Survey on Bias and Fairness in Machine Learning

Published: Aug 23, 2019
Abstract
With the widespread use of AI systems and applications in our everyday lives, it is important to take fairness issues into consideration while designing and engineering these types of systems. Such systems can be used in many sensitive environments to make important and life-changing decisions; thus, it is crucial to ensure that the decisions do not reflect discriminatory behavior toward certain groups or populations. We have recently seen work...
Paper Details
Title
A Survey on Bias and Fairness in Machine Learning
Published Date
Aug 23, 2019
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