Regularization, Overfitting & Subpopulation Performance

Master machine learning regularization techniques, overfitting mitigation, disaggregated subpopulation performance auditing, and worst-case risk minimization under the IAPP AIGP Body of Knowledge. Explore the aggregate accuracy fallacy, L1/L2 weight decay, Distributionally Robust Optimization (DRO), and EU AI Act Article 15 accuracy standards.