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What is Fairness Framework for AI Solutions about?

This document provides a systematic review of existing solutions to algorithmic fairness issues in machine learning. It begins with an introduction discussing the proliferation of machine learning applications and corresponding growth in fairness research to address biases. Section 2 then discusses the problem of algorithmic bias, categorizing its various forms. Section 3 summarizes existing fairness solutions and their features. Finally, Section 4 discusses real-world issues with applying these solutions a

Author

vb

Language

EN