Bias-variance decomposition of overparameterized regression with random linear features

Jason W. Rocks, Pankaj Mehta

In classical statistics, the bias-variance trade-off describes how varying a model's complexity (e.g., number of fit parameters) affects its ability to make accurate predictions. A…