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researcher

J. Higgins

2 papers hereh-index 246.8k citations73 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • physics.bio-ph1
same name
  • J. Higgins — 19 papers, h 19
  • J. Higgins — 2 papers, h 4
  • J. Higgins — 2 papers, h 124
  • J. Higgins — 2 papers, h 1
  • J. Higgins — 1 paper, h 11
  • J. Higgins — 1 paper, 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

most citedSet Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets

4 citations · 4 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 4 cited

Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets

Lily H. Zhang, Veronica Tozzo, John M. Higgins +1

Permutation invariant neural networks are a promising tool for making predictions from sets. However, we show that existing permutation invariant architectures, Deep Sets and Set T…

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