The Choice of Normalization Influences Shrinkage in Regularized Regression

arXiv:2501.03821 · stat.ML, cs.LG, stat.ME · Submitted 2025-01-07 · Read on arXiv

stat.ML, cs.LG, stat.ME

Submitted: 2025-01-07

Updated: 2025-07-03

Comments: 39 pages, 18 figures

Journal ref: Larsson, J., & Wallin, J. (2025). The choice of normalization influences shrinkage in regularized regression. Transactions on Machine Learning Research. https://openreview.net/forum?id=6xKyDBIwQ5

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Regularization — 1× in this paper · explained in 3 episodes

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