Fairness-Accuracy Trade-offs

Reason about fairness-accuracy trade-offs honestly. Learn the Pareto frontier, when the trade-off is real vs an artefact of poor data, the role of better data and better features in moving the frontier, multi-objective optimisation, and how to communicate the choice to leadership without hiding the cost.