The Differential Privacy Approach to Solving an Income Problem

differential privacy is an extremely formal technical field by the standards of machine learning. The true maths and statistics nerds go to differential privacy talks at conferences. It's a very rigorous field compared to the rest of machine learning, which is the Wild West. When people think about privacy concerns with big data, they often think of direct access to data. But this is not the only way to get information.