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20182024
most citedScaling and renormalization in high-dimensional regression

8 citations

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stat.ML2024★ 8 cited

Scaling and renormalization in high-dimensional regression

Alexander Atanasov, Jacob A. Zavatone-Veth, Cengiz Pehlevan

From benign overfitting in overparameterized models to rich power-law scalings in performance, simple ridge regression displays surprising behaviors sometimes thought to be limited…