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Robert Tibshirani

7 papers hereh-index 121.7k citations33 works total

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

author position
  • middle author2
  • last author5

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • stat.ME5
  • cs.LG2
same name
  • Robert Tibshirani — 10 papers
  • Robert Tibshirani — 8 papers, h 7
  • Robert Tibshirani — 6 papers, h 2
  • Robert Tibshirani — 2 papers, h 2
  • Robert Tibshirani — 1 paper, h 4
  • Robert Tibshirani — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedLLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization

2 citations · 5 across the 7 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

stat.ME2026

Univariate-Guided Interaction Modeling

Aymen Echarghaoui, Robert Tibshirani

We propose a procedure for sparse regression with pairwise interactions, by generalizing the Univariate Guided Sparse Regression (UniLasso) methodology. A central contribution is o…

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