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researcher

Brandon M. Greenwell

University of Cincinnati

3 papers hereh-index 148.5k citations37 works total

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

author position
  • sole author1
  • first author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • math.PR1
affiliations
  • University of Cincinnati
HomepageORCID 0000-0002-8120-0084

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedExplainable Boosting Machines with Sparsity -- Maintaining Explainability in High-Dimensional Settings

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

math.PR2026

Random Triangles on Concentric Circles

Brandon M. Greenwell

Lewis Carroll's Pillow Problem asks for the probability that three points chosen at random in the plane form an obtuse triangle. The question has no answer until the sampling schem…

stat.ML2023★ 1 cited

Explainable Boosting Machines with Sparsity -- Maintaining Explainability in High-Dimensional Settings

Brandon M. Greenwell, Annika Dahlmann, Saurabh Dhoble

Compared to "black-box" models, like random forests and deep neural networks, explainable boosting machines (EBMs) are considered "glass-box" models that can be competitively accur…

stat.ML2018

A Simple and Effective Model-Based Variable Importance Measure

Brandon M. Greenwell, Bradley C. Boehmke, Andrew J. McCarthy

In the era of "big data", it is becoming more of a challenge to not only build state-of-the-art predictive models, but also gain an understanding of what's really going on in the d…

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