eGAD! double descent is explained by Generalized Aliasing Decomposition

Mark K. Transtrum, Gus L. W. Hart, Tyler J. Jarvis +1

A central problem in data science is to use potentially noisy samples of an unknown function to predict values for unseen inputs. In classical statistics, predictive error is under…