Fractional ridge regression: a fast, interpretable reparameterization of ridge regression

Ariel Rokem, Kendrick Kay

Ridge regression (RR) is a regularization technique that penalizes the L2-norm of the coefficients in linear regression. One of the challenges of using RR is the need to set a hype…