Fairness in machine learning: Equalized Odds

I recently dipped my toes into fairness concepts in machine learning. What does being fair mean, practically? is it fair that I was not born with the physique required to qualify for the NBA? Absolutely it s fair. In the lottery of life, my genes were decided on in the same way as they were for...