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A. D'Amour

30 papers hereh-index 224.4k citations51 works total

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

author position
  • sole author3
  • first author3
  • middle author15
  • last author7

Across the 28 of 30 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • stat.ME7
  • stat.ML6
  • stat.AP2
  • cs.CL1
  • cs.CV1
same name
  • A. D'Amour — 5 papers, h 5

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
20142023
most citedUnderspecification Presents Challenges for Credibility in Modern Machine Learning

430 citations · 856 across the 28 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

2 papers · 2 filters

stat.ML2021

Revisiting Rashomon: A Comment on "The Two Cultures"

Alexander D'Amour

Here, I provide some reflections on Prof. Leo Breiman's "The Two Cultures" paper. I focus specifically on the phenomenon that Breiman dubbed the "Rashomon Effect", describing the s…

stat.ML2021★ 3 cited

SLOE: A Faster Method for Statistical Inference in High-Dimensional Logistic Regression

Steve Yadlowsky, Taedong Yun, Cory McLean +1

Logistic regression remains one of the most widely used tools in applied statistics, machine learning and data science. However, in moderately high-dimensional problems, where the…

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