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J. Macdonald

6 papers hereh-index 8380 citations21 works total

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

author position
  • first author2
  • middle author4

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

fields
  • cs.LG4
  • cs.CC1
  • eess.IV1
same name
  • J. MacDonald — 14 papers, h 27
  • J. Macdonald — 8 papers, h 6
  • J. Macdonald — 6 papers, h 24
  • J. MacDonald — 2 papers, h 5
  • J. Macdonald — 2 papers, h 41
  • J. Macdonald — 2 papers, h 20

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
20192021
most citedA Rate-Distortion Framework for Explaining Neural Network Decisions

15 citations · 17 across the 4 of their papers we have counts for

collaborators
Showing eess.IVShow all

1 paper · 1 filter

eess.IV2020

Interval Neural Networks as Instability Detectors for Image Reconstructions

Jan Macdonald, Maximilian März, Luis Oala +1

This work investigates the detection of instabilities that may occur when utilizing deep learning models for image reconstruction tasks. Although neural networks often empirically…

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