Machine Learning for fair decisions - Microsoft Research

Over the past decade, machine learning systems have begun to play a key role in many high-stakes decisions: Who is interviewed for a job? Who is approved for a bank loan? Who is admitted to a school? Human decision makers are susceptible to many forms of prejudice and bias, such as those rooted in gender and racial stereotypes. One might hope that machines would be able to make decisions more fairly than humans.