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researcher

Madelyn Shapiro

Pacific Northwest National Laboratory

6 papers hereh-index 578 citations11 works total

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

author position
  • middle author5
  • last author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CG1
  • cs.CV1
  • physics.flu-dyn1
affiliations
  • Pacific Northwest National Laboratory
same name
  • Madelyn Shapiro — 3 papers, h 2

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
20212024
most citedThe SVD of Convolutional Weights: A CNN Interpretability Framework

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

collaborators
Showing 2023 · cs.LGShow all

1 paper · 2 filters

cs.LG2023

Attributing Learned Concepts in Neural Networks to Training Data

Nicholas Konz, Charles Godfrey, Madelyn Shapiro +3

By now there is substantial evidence that deep learning models learn certain human-interpretable features as part of their internal representations of data. As having the right (or…

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