Bias in Machine Learning Software: Why? How? What to do?

Joymallya Chakraborty, Suvodeep Majumder, Tim Menzies

Increasingly, software is making autonomous decisions in case of criminal sentencing, approving credit cards, hiring employees, and so on. Some of these decisions show bias and adv…