Unfairness towards subjective opinions in Machine Learning

Balayn Agathe
Balayn Agathe
Szlavik Zoltan
Szlavik Zoltan
Cited by: 0|Views7

Abstract:

Despite the high interest for Machine Learning (ML) in academia and industry, many issues related to the application of ML to real-life problems are yet to be addressed. Here we put forward one limitation which arises from a lack of adaptation of ML models and datasets to specific applications. We formalise a new notion of unfairness as...More

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