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researcher

S. Stanton

11 papers hereh-index 121.3k citations17 works total

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

author position
  • first author4
  • middle author7

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedGeneralizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data

70 citations · 164 across the 11 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024

Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)

Drew Prinster, Samuel Stanton, Anqi Liu +1

As artificial intelligence (AI) / machine learning (ML) gain widespread adoption, practitioners are increasingly seeking means to quantify and control the risk these systems incur.…

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