A Ridge Too Far: Correcting Over-Shrinkage via Negative Regularization
arXiv:2508.17412v4 Announce Type: replace-cross
Abstract: Conventional regularization is designed to control variance, but in small-data regression it can also aggravate underfitting when predictive signal is concentrated in weak directions of a restr…