Stabilizing black-box model selection with the inflated argmax

Melissa Adrian, Jake A. Soloff, Rebecca Willett

Model selection is the process of choosing from a class of candidate models given data. For instance, methods such as the LASSO and sparse identification of nonlinear dynamics (SIN…