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researcher

L. Stefanski

5 papers hereh-index 389.1k citations135 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedNonparametric Independence Screening via Favored Smoothing Bandwidth

8 citations · 19 across the 5 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

stat.ME2025

Fractional Ridge Regression

Sihyung Park, Leonard A. Stefanski

Regularization methods such as the Lasso combine shrinkage and variable selection, but strong penalization drives their solutions toward the null model. We introduce Fractional Rid…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.